Model Accuracy Report

WinML CLI 0.2.0  ·  Windows ML 2.0
Total Model · Task Pairs
230
Compat Pass All 10 EPs
141
Accuracy Pass All 10 EPs
48
✓ DML GPU
169/230 (73.5%)
✓ MIGraphX GPU
174/230 (75.7%)
✓ MLAS CPU
169/230 (73.5%)
✓ OV NPU
164/230 (71.3%)
✓ OV GPU
167/230 (72.6%)
✓ OV CPU
166/230 (72.2%)
✓ QNN NPU
159/230 (69.1%)
✓ QNN GPU
153/230 (66.5%)
✓ TRTRTX GPU
170/230 (73.9%)
✓ VitisAI NPU
165/230 (71.7%)
Each tile is split by | into Compatibility (left) and Accuracy (right):Hover any tile for the metric, task and per-precision results.
✓ pass✗ fail▼ accuracy regression◷ timed out∅ not applicable— no data / not tested
ModelTaskDML GPUMIGraphX GPUMLAS CPUOV NPUOV GPUOV CPUQNN NPUQNN GPUTRTRTX GPUVitisAI NPU
Comp|AccComp|AccComp|AccComp|AccComp|AccComp|AccComp|AccComp|AccComp|AccComp|Acc
▼sentence-transformers5 models · 12 pairs12/12|9/912/12|9/912/12|9/912/12|9/912/12|9/912/12|9/912/12|9/912/12|9/912/12|9/912/12|9/9
all-MiniLM-L6-v2feature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
all-MiniLM-L6-v2sentence-similarity✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
all-mpnet-base-v2feature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
all-mpnet-base-v2sentence-similarity✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
multi-qa-mpnet-base-dot-v1feature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
multi-qa-mpnet-base-dot-v1sentence-similarity✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
paraphrase-multilingual-MiniLM-L12-v2feature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
paraphrase-multilingual-MiniLM-L12-v2sentence-similarity✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
paraphrase-multilingual-mpnet-base-v2sentence-similarity✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
all-mpnet-base-v2fill-mask✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
multi-qa-mpnet-base-dot-v1fill-mask✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
paraphrase-multilingual-mpnet-base-v2feature-extraction✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
▼BAAI6 models · 10 pairs10/10|7/710/10|7/710/10|7/710/10|7/710/10|7/710/10|7/710/10|7/79/10|6/79/10|7/710/10|7/7
bge-base-en-v1.5feature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
bge-base-en-v1.5sentence-similarity✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
bge-large-en-v1.5sentence-similarity✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
bge-m3sentence-similarity✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
bge-small-en-v1.5feature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
bge-small-en-v1.5sentence-similarity✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
bge-large-en-v1.5feature-extraction✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
bge-m3feature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✗✓|✓✓|✓
bge-reranker-basetext-classification✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
bge-reranker-v2-m3text-classification✓|—✓|—✓|—✓|—✓|—✓|—✓|—✗|—✗|—✓|—
▼facebook19 models · 21 pairs10/21|7/811/21|7/810/21|7/810/21|6/811/21|7/811/21|7/812/21|6/89/21|4/811/21|7/811/21|6/8
convnext-tiny-224image-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
dino-vitb16image-feature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
dino-vits16image-feature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
dinov2-smallimage-feature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
bart-large-cnnsummarization✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
detr-resnet-50feature-extraction✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
detr-resnet-50object-detection✓|✓✓|✓✓|✓✓|▼✓|✓✓|✓✓|▼✓|✗✓|✓✓|▼
dinov2-baseimage-feature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|▼✓|✓✓|✓
dinov2-largeimage-feature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|▼✓|✓✓|✓
bart-large-mnlitext-classification✗|✗✗|✗✗|✗✗|✗✗|✗✗|✗✗|✗✗|✗✗|✗✗|✗
bart-large-mnlizero-shot-classification✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
dinov2-giantimage-feature-extraction✗|—✓|—✗|—✓|—✓|—✓|—✗|—✗|—✓|—✓|—
nllb-200-distilled-600Mtranslation✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
nougat-baseimage-to-text✓|—✓|—✓|—✗|—✓|—✓|—✗|—✗|—✓|—✓|—
sam-vit-basemask-generation✗|—✗|—✗|—✗|—✗|—✗|—✓|—✗|—✗|—✗|—
sam-vit-hugemask-generation✗|—✗|—✗|—✗|—✗|—✗|—✓|—✗|—✗|—✗|—
sam-vit-largemask-generation✗|—✗|—✗|—✗|—✗|—✗|—✓|—✗|—✗|—✗|—
sam2-hiera-largemask-generation✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
sam2.1-hiera-largemask-generation✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
sam2.1-hiera-smallmask-generation✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
sam2.1-hiera-tinymask-generation✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼distilbert4 models4/4|4/44/4|4/44/4|4/44/4|4/44/4|4/44/4|4/44/4|4/44/4|4/44/4|4/44/4|4/4
distilbert-base-cased-distilled-squadquestion-answering✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
distilbert-base-uncasedfill-mask✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
distilbert-base-uncased-distilled-squadquestion-answering✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
distilbert-base-uncased-finetuned-sst-2-englishtext-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
▼nvidia6 models6/6|3/56/6|3/56/6|5/55/6|3/56/6|3/56/6|3/55/6|3/56/6|3/56/6|3/56/6|3/5
segformer-b1-finetuned-ade-512-512image-segmentation✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
segformer-b2-finetuned-ade-512-512image-segmentation✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
segformer-b5-finetuned-ade-640-640image-segmentation✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
segformer-b0-finetuned-ade-512-512image-segmentation✓|✗✓|✗✓|✓✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗
segformer-b0-finetuned-cityscapes-1024-1024image-segmentation✓|✗✓|✗✓|✓✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗
segformer-b5-finetuned-cityscapes-1024-1024image-segmentation✓|—✓|—✓|—✗|—✓|—✓|—✗|—✓|—✓|—✓|—
▼deepset3 models3/3|3/33/3|3/33/3|3/33/3|3/33/3|3/33/3|3/33/3|3/33/3|3/33/3|3/33/3|3/3
bert-large-uncased-whole-word-masking-squad2question-answering✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
roberta-base-squad2question-answering✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
tinyroberta-squad2question-answering✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
▼microsoft28 models23/28|9/1223/28|8/1223/28|10/1223/28|9/1223/28|8/1223/28|9/1222/28|7/1221/28|4/1223/28|9/1222/28|9/12
resnet-18image-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
resnet-50image-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
beit-base-patch16-224-pt22k-ft22kimage-classification✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
rad-dinoimage-feature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✗✓|▼✓|✓✓|✓
swin-large-patch4-window7-224image-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✗✓|✓✓|✓✓|✓
swinv2-tiny-patch4-window16-256image-classification✓|✓✓|▼✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
table-transformer-detectionobject-detection✓|✗✓|✗✓|✓✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗
table-transformer-structure-recognitionobject-detection✓|✗✓|✗✓|▼✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗
table-transformer-structure-recognition-v1.1-allobject-detection✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
tapex-basetable-question-answering✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
tapex-base-finetuned-wikisqltable-question-answering✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
tapex-base-finetuned-wtqtable-question-answering✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
tapex-largetable-question-answering✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
tapex-large-finetuned-tabfacttable-question-answering✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
tapex-large-finetuned-wikisqltable-question-answering✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
tapex-large-finetuned-wtqtable-question-answering✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
tapex-large-sql-executiontable-question-answering✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
trocr-base-handwrittenimage-to-text✓|✓✓|✓✓|✓✓|✓✓|✗✓|✓✓|✓✓|✗✓|✓✓|✓
trocr-base-printedimage-to-text✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✗✓|✓✓|✓
trocr-large-handwrittenimage-to-text✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✗✓|✓✓|✓
trocr-large-printedimage-to-text✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|▼✓|✓✓|✓
deberta-xlarge-mnlitext-classification✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗✗|✗✗|✗✓|✗✗|◷
llmlingua-2-xlm-roberta-large-meetingbanktoken-classification✓|—✓|—✓|—✓|—✓|—✓|—✓|—✗|—✓|—✓|—
Phi-4-multimodal-instructvisual-question-answering✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
speecht5_ttstext-to-speech✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
VibeVoice-ASR-HFaudio-text-to-text✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
VibeVoice-Realtime-0.5Btext-to-speech✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
xclip-base-patch32video-classification✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼google10 models · 12 pairs8/12|3/49/12|3/48/12|2/48/12|2/48/12|4/48/12|2/46/12|2/47/12|2/49/12|4/49/12|3/4
vit-base-patch16-224image-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
vit-base-patch16-224-in21kimage-feature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
flan-t5-base✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
flan-t5-basesummarization✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
flan-t5-basetranslation✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
siglip-base-patch16-224zero-shot-image-classification✓|✓✓|✓✓|✗✓|▼✓|✓✓|✗✓|✗✓|✗✓|✓✓|✓
deplotvisual-question-answering✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
madlad400-3b-mttranslation✗|—✓|—✗|—✗|—✗|—✗|—✗|—✗|—✓|—✓|—
pegasus-xsumsummarization✓|—✓|—✓|—✓|—✓|—✓|—✗|—✗|—✓|—✓|—
pix2struct-ai2d-basevisual-question-answering✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
pix2struct-docvqa-basevisual-question-answering✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
siglip-so400m-patch14-384zero-shot-image-classification✓|✗✓|✗✓|✗✓|▼✓|✓✓|✗✗|✗✓|✗✓|✓✓|✗
▼google-bert4 models · 6 pairs6/6|5/56/6|5/56/6|3/56/6|5/56/6|5/56/6|5/56/6|5/56/6|2/56/6|5/56/6|5/5
bert-base-multilingual-casedfeature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
bert-large-uncased-whole-word-masking-finetuned-squadquestion-answering✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
bert-base-multilingual-casedfill-mask✓|✓✓|✓✓|✗✓|✓✓|✓✓|✓✓|✓✓|✗✓|✓✓|✓
bert-base-multilingual-casedmasked-lm✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
bert-base-multilingual-uncasedfill-mask✓|✓✓|✓✓|✗✓|✓✓|✓✓|✓✓|✓✓|✗✓|✓✓|✓
bert-base-uncasedfill-mask✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✗✓|✓✓|✓
▼openai5 models · 9 pairs6/9|6/66/9|6/66/9|6/66/9|6/66/9|4/66/9|6/66/9|6/66/9|3/66/9|6/66/9|3/6
clip-vit-base-patch16feature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
clip-vit-base-patch32feature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
clip-vit-base-patch16zero-shot-image-classification✓|✓✓|✓✓|✓✓|✓✓|✗✓|✓✓|✓✓|✓✓|✓✓|✓
clip-vit-base-patch32zero-shot-image-classification✓|✓✓|✓✓|✓✓|✓✓|✗✓|✓✓|✓✓|✗✓|✓✓|✗
clip-vit-large-patch14zero-shot-image-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|▼✓|✓✓|▼
clip-vit-large-patch14-336zero-shot-image-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|▼✓|✓✓|▼
clip-vit-base-patch16zero-shot-classification✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
clip-vit-base-patch32zero-shot-classification✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
gpt-oss-20btext-generation✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼Intel4 models · 5 pairs5/5|2/55/5|2/55/5|2/55/5|2/55/5|2/54/5|2/54/5|2/55/5|2/55/5|2/54/5|2/5
bert-base-uncased-mrpcfeature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
bert-base-uncased-mrpctext-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
dpt-hybrid-midasdepth-estimation✓|∅✓|∅✓|∅✓|∅✓|✗✓|✗✓|◷✓|✗✓|∅✓|∅
dpt-largedepth-estimation✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅
zoedepth-nyu-kittidepth-estimation✓|∅✓|∅✓|∅✓|∅✓|∅✗|✗✗|✗✓|✗✓|∅✗|◷
▼laion2 models · 4 pairs3/4|2/33/4|2/32/4|2/33/4|3/33/4|2/33/4|2/32/4|2/32/4|1/33/4|3/33/4|1/3
CLIP-ViT-B-32-laion2B-s34B-b79Kfeature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
CLIP-ViT-B-32-laion2B-s34B-b79Kzero-shot-image-classification✓|✓✓|✓✓|✓✓|✓✓|✗✓|✓✓|✓✓|✗✓|✓✓|✗
CLIP-ViT-B-32-laion2B-s34B-b79Kzero-shot-classification✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
CLIP-ViT-H-14-laion2B-s32B-b79Kzero-shot-image-classification✓|✗✓|✗✗|✗✓|✓✓|✓✓|✗✗|✗✗|✗✓|✓✓|✗
▼apple2 models1/2|1/11/2|1/11/2|1/11/2|1/11/2|1/11/2|1/11/2|1/11/2|1/11/2|1/11/2|1/1
mobilevit-smallimage-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
DepthPro-hfdepth-estimation✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼cardiffnlp1 model1/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/1
twitter-roberta-base-sentiment-latesttext-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
▼dbmdz1 model1/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/1
bert-large-cased-finetuned-conll03-englishtoken-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
▼dslim1 model1/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/1
bert-base-NERtoken-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
▼Isotonic1 model1/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/1
distilbert_finetuned_ai4privacy_v2token-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
▼mattmdjaga1 model1/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/1
segformer_b2_clothesimage-segmentation✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
▼ProsusAI1 model1/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/1
finberttext-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
▼w11wo1 model1/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/1
indonesian-roberta-base-posp-taggertoken-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
▼google-t54 models · 7 pairs5/7|—7/7|—5/7|—5/7|—5/7|—5/7|—4/7|—4/7|—7/7|—7/7|—
t5-basesummarization✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
t5-basetranslation✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
t5-smallsummarization✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
t5-smalltranslation✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
t5-3bsummarization✗|—✓|—✗|—✗|—✗|—✗|—✗|—✗|—✓|—✓|—
t5-3btranslation✗|—✓|—✗|—✗|—✗|—✗|—✗|—✗|—✓|—✓|—
t5-largesummarization✓|—✓|—✓|—✓|—✓|—✓|—✗|—✗|—✓|—✓|—
▼cross-encoder3 models3/3|0/13/3|0/13/3|0/13/3|0/13/3|0/13/3|0/13/3|0/13/3|0/13/3|0/13/3|0/1
ms-marco-MiniLM-L4-v2text-classification✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
ms-marco-MiniLM-L6-v2text-classification✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
nli-deberta-v3-smallzero-shot-classification✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|✗✓|∅✓|∅✓|∅
▼depth-anything3 models3/3|0/33/3|1/33/3|0/33/3|0/33/3|0/33/3|0/33/3|0/33/3|1/33/3|1/33/3|1/3
Depth-Anything-V2-Base-hfdepth-estimation✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅
Depth-Anything-V2-Large-hfdepth-estimation✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅
Depth-Anything-V2-Small-hfdepth-estimation✓|∅✓|✓✓|∅✓|∅✓|∅✓|∅✓|◷✓|✓✓|✓✓|✓
▼FacebookAI4 models3/4|3/44/4|3/44/4|1/44/4|3/44/4|3/44/4|2/43/4|3/43/4|0/43/4|3/44/4|3/4
roberta-basefill-mask✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✗✓|✓✓|✓
roberta-largefill-mask✓|✓✓|✓✓|✗✓|✓✓|✓✓|✗✓|✓✓|✗✓|✓✓|✓
xlm-roberta-basefill-mask✓|✓✓|✓✓|✗✓|✓✓|✓✓|✓✓|✓✓|✗✓|✓✓|✓
xlm-roberta-largefill-mask✗|✗✓|✗✓|✗✓|✗✓|✗✓|✗✗|✗✗|✗✗|✗✓|✗
▼Helsinki-NLP5 models3/5|—3/5|—3/5|—3/5|—3/5|—3/5|—3/5|—3/5|—3/5|—3/5|—
opus-mt-es-entranslation✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
opus-mt-nl-entranslation✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
opus-mt-tr-entranslation✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
opus-mt-en-rutranslation✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
opus-mt-fr-entranslation✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼LiheYoung3 models3/3|0/32/3|0/23/3|0/33/3|0/33/3|0/33/3|0/33/3|0/33/3|0/32/3|0/22/3|0/2
depth-anything-large-hfdepth-estimation✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅
depth-anything-small-hfdepth-estimation✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|◷✓|✗✓|∅✓|∅
depth-anything-base-hfdepth-estimation✓|∅✗|—✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✗|—✗|—
▼MoritzLaurer4 models4/4|0/44/4|0/44/4|0/44/4|0/44/4|0/44/4|0/44/4|0/44/4|0/44/4|0/42/4|0/4
mDeBERTa-v3-base-mnli-xnlizero-shot-classification✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|✗✓|✗✓|∅✓|✗
mDeBERTa-v3-base-xnli-multilingual-nli-2mil7zero-shot-classification✓|∅✓|∅✓|∅✓|∅✓|∅✓|∅✓|✗✓|✗✓|∅✓|✗
DeBERTa-v3-large-mnli-fever-anli-ling-wanlizero-shot-classification✓|∅✓|∅✓|✗✓|∅✓|∅✓|✗✓|✗✓|✗✓|∅✗|◷
deberta-v3-large-zeroshot-v2.0zero-shot-classification✓|∅✓|∅✓|✗✓|∅✓|∅✓|✗✓|✗✓|✗✓|∅✗|◷
▼StanfordAIMI2 models2/2|1/12/2|1/12/2|1/12/2|1/12/2|1/12/2|1/12/2|1/12/2|0/12/2|1/12/2|1/1
dinov2-base-xray-224image-feature-extraction✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|▼✓|✓✓|✓
stanford-deidentifier-basetoken-classification✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
▼timm2 models2/2|—2/2|—2/2|—2/2|—2/2|—2/2|—2/2|—2/2|—2/2|—2/2|—
mobilenetv3_small_100.lamb_in1kimage-classification✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
repghostnet_200.in1kimage-classification✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
▼AdamCodd1 model1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—
vit-base-nsfw-detectorimage-classification✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
▼ahotrod1 model1/1|1/11/1|0/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/1
electra_large_discriminator_squad2_512question-answering✓|✓✓|▼✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
▼amunchet1 model1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—
rorshark-vit-baseimage-classification✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
▼Babelscape1 model1/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|0/11/1|1/11/1|1/11/1|1/1
wikineural-multilingual-nertoken-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✗✓|✓✓|✓✓|✓
▼dima8061 model1/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|0/11/1|1/11/1|1/11/1|1/1
fairface_age_image_detectionimage-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✗✓|✓✓|✓✓|✓
▼Falconsai1 model1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—
nsfw_image_detectionimage-classification✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
▼fashn-ai1 model1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—
fashn-human-parserimage-segmentation✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
▼hustvl1 model1/1|0/11/1|0/11/1|0/11/1|0/11/1|0/11/1|0/11/1|0/11/1|0/11/1|0/11/1|0/1
yolos-smallobject-detection✓|▼✓|▼✓|▼✓|▼✓|▼✓|▼✓|✗✓|✗✓|▼✓|▼
▼Jean-Baptiste1 model1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—
camembert-ner-with-datestoken-classification✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
▼jonathandinu1 model1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—
face-parsingimage-segmentation✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
▼lxyuan1 model1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—
distilbert-base-multilingual-cased-sentiments-studentzero-shot-classification✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
▼mixedbread-ai1 model1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—
mxbai-rerank-xsmall-v1text-classification✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
▼monologg1 model1/1|1/11/1|0/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/1
koelectra-small-v2-distilled-korquad-384question-answering✓|✓✓|▼✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓
▼obi1 model1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—
deid_roberta_i2b2token-classification✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
▼patrickjohncyh1 model1/1|1/11/1|1/11/1|1/11/1|0/11/1|1/11/1|1/11/1|0/11/1|0/11/1|1/11/1|0/1
fashion-clipzero-shot-image-classification✓|✓✓|✓✓|✓✓|▼✓|✓✓|✓✓|▼✓|✗✓|✓✓|✗
▼rizvandwiki1 model1/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|1/11/1|0/11/1|1/11/1|1/11/1|1/1
gender-classificationimage-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✓|✗✓|✓✓|✓✓|✓
▼Salesforce5 models1/5|1/11/5|0/11/5|1/11/5|1/11/5|0/11/5|1/11/5|1/11/5|0/11/5|1/11/5|1/1
blip-image-captioning-baseimage-to-text✓|✓✓|✗✓|✓✓|✓✓|✗✓|✓✓|✓✓|✗✓|✓✓|✓
blip-vqa-basevisual-question-answering✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
blip2-flan-t5-xlvisual-question-answering✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
blip2-opt-2.7bvisual-question-answering✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
blip2-opt-2.7b-cocovisual-question-answering✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼sshleifer1 model1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—
distilbart-cnn-12-6summarization✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
▼TahaDouaji1 model1/1|0/11/1|0/11/1|0/11/1|0/11/1|0/11/1|0/11/1|0/11/1|0/11/1|0/11/1|0/1
detr-doc-table-detectionobject-detection✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗
▼tau1 model1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—
splinter-basequestion-answering✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—✓|—
▼timpal0l1 model1/1|1/11/1|0/11/1|1/11/1|0/11/1|1/11/1|1/11/1|0/11/1|1/11/1|1/11/1|1/1
mdeberta-v3-base-squad2question-answering✓|✓✓|▼✓|✓✓|▼✓|✓✓|✓✓|✗✓|✓✓|✓✓|✓
▼valentinafeve1 model1/1|0/11/1|0/11/1|1/11/1|0/11/1|0/11/1|0/11/1|0/11/1|0/11/1|0/11/1|0/1
yolos-fashionpediaobject-detection✓|✗✓|✗✓|✓✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗
▼ai-forever1 model0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—
Real-ESRGAN✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼alibaba-damo1 model0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—
mgp-str-baseimage-to-text✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼breezedeus1 model0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—
pix2text-mfrimage-to-text✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼buildborderless1 model1/1|—1/1|—1/1|—0/1|—0/1|—0/1|—0/1|—1/1|—1/1|—1/1|—
CommunityForensics-DeepfakeDet-ViTimage-classification✓|—✓|—✓|—✗|—✗|—✗|—✗|—✓|—✓|—✓|—
▼dandelin1 model0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—
vilt-b32-finetuned-vqavisual-question-answering✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼flaviagiammarino1 model0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—1/1|—0/1|—0/1|—0/1|—
medsam-vit-basemask-generation✗|—✗|—✗|—✗|—✗|—✗|—✓|—✗|—✗|—✗|—
▼hi-wesley1 model0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—
gemma3-vision-encoderimage-feature-extraction✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼internlm1 model0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—
internlm-xcomposer2d5-7bvisual-question-answering✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼intfloat1 model1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—0/1|—1/1|—1/1|—
multilingual-e5-largesentence-similarity✓|—✓|—✓|—✓|—✓|—✓|—✓|—✗|—✓|—✓|—
▼joeddav2 models1/2|1/11/2|1/11/2|1/11/2|1/11/2|1/11/2|1/10/2|0/11/2|1/11/2|1/11/2|1/1
bart-large-mnli-yahoo-answerszero-shot-classification✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
xlm-roberta-large-xnlizero-shot-classification✓|✓✓|✓✓|✓✓|✓✓|✓✓|✓✗|✗✓|✓✓|✓✓|✓
▼kha-white1 model1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—0/1|—1/1|—1/1|—1/1|—
manga-ocr-baseimage-to-text✓|—✓|—✓|—✓|—✓|—✓|—✗|—✓|—✓|—✓|—
▼knkarthick1 model0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—
MEETING_SUMMARYsummarization✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼kredor1 model1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—0/1|—1/1|—1/1|—1/1|—
punctuate-alltoken-classification✓|—✓|—✓|—✓|—✓|—✓|—✗|—✓|—✓|—✓|—
▼Marqo1 model0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—
marqo-fashionSigLIPzero-shot-image-classification✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼moussaKam1 model0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—
mbarthezsummarization✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼naver-clova-ix2 models2/2|—2/2|—2/2|—1/2|—2/2|—2/2|—0/2|—0/2|—2/2|—2/2|—
donut-baseimage-to-text✓|—✓|—✓|—✗|—✓|—✓|—✗|—✗|—✓|—✓|—
donut-base-finetuned-cord-v2image-to-text✓|—✓|—✓|—✓|—✓|—✓|—✗|—✗|—✓|—✓|—
▼nlpconnect1 model1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—0/1|—0/1|—1/1|—0/1|—
vit-gpt2-image-captioningimage-to-text✓|—✓|—✓|—✓|—✓|—✓|—✗|—✗|—✓|—✗|—
▼oliverguhr1 model1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—1/1|—0/1|—1/1|—1/1|—
fullstop-punctuation-multilang-largetoken-classification✓|—✓|—✓|—✓|—✓|—✓|—✓|—✗|—✓|—✓|—
▼openai-community1 model1/1|—1/1|—1/1|—0/1|—0/1|—0/1|—0/1|—0/1|—1/1|—0/1|—
gpt2text-generation✓|—✓|—✓|—✗|—✗|—✗|—✗|—✗|—✓|—✗|—
▼PaddlePaddle4 models0/2|—0/2|—0/2|—0/2|—0/2|—0/2|—2/4|—2/4|—0/2|—0/2|—
PP-OCRv5_server_detimage-to-text✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
PP-OCRv5_server_recimage-to-text✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
PP-OCRv6_medium_det_onnx/inference.onnximage-to-text∅|—∅|—∅|—∅|—∅|—∅|—✓|—✓|—∅|—∅|—
PP-OCRv6_medium_rec_onnx/inference.onnximage-to-text∅|—∅|—∅|—∅|—∅|—∅|—✓|—✓|—∅|—∅|—
▼PekingU3 models3/3|0/32/3|0/33/3|0/33/3|0/33/3|0/33/3|0/33/3|0/30/3|0/33/3|0/33/3|0/3
rtdetr_r101vd_coco_o365object-detection✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗✗|✗✓|✗✓|✗
rtdetr_r50vd_coco_o365object-detection✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗✓|✗✗|✗✓|✗✓|✗
rtdetr_v2_r18vdobject-detection✓|✗✗|✗✓|✗✓|✗✓|✗✓|✗✓|✗✗|✗✓|✗✓|✗
▼philschmid1 model0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—
bart-large-cnn-samsumsummarization✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼Qwen7 models1/7|—3/7|—1/7|—0/7|—0/7|—0/7|—0/7|—0/7|—0/7|—0/7|—
Qwen2.5-0.5B-Instructtext-generation✓|—✓|—✓|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
Qwen2.5-1.5B-Instructtext-generation✗|—✓|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
Qwen2.5-3B-Instructtext-generation✗|—✓|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
Qwen2.5-7B-Instructtext-generation✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
Qwen3-0.6Btext-generation✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
Qwen3-1.7Btext-generation✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
Qwen3-8Btext-generation✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼trl-internal-testing1 model1/1|—1/1|—1/1|—0/1|—0/1|—0/1|—0/1|—0/1|—1/1|—0/1|—
tiny-Qwen2ForCausalLM-2.5text-generation✓|—✓|—✓|—✗|—✗|—✗|—✗|—✗|—✓|—✗|—
▼valhalla1 model0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—
distilbart-mnli-12-3zero-shot-classification✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼wanglab1 model0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—1/1|—0/1|—0/1|—0/1|—
medsam-vit-basemask-generation✗|—✗|—✗|—✗|—✗|—✗|—✓|—✗|—✗|—✗|—
▼Xenova2 models0/2|—0/2|—0/2|—0/2|—0/2|—0/2|—0/2|—0/2|—0/2|—0/2|—
paraphrase-multilingual-MiniLM-L12-v2feature-extraction✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
segformer-b0-finetuned-ade-512-512image-segmentation✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—✗|—
▼Zigeng1 model0/1|—0/1|—0/1|—0/1|—0/1|—0/1|—1/1|—0/1|—0/1|—0/1|—
SlimSAM-uniform-77mask-generation✗|—✗|—✗|—✗|—✗|—✗|—✓|—✗|—✗|—✗|—
Compatibility (build & run) across 10 execution providers for 230 model · task pairs; accuracy graded against the PyTorch baseline for 110 of them. · 141/230 model · task pairs run on every EP.