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Surgical Video Recognition on Cat-21

15.69Top-1 Accuracy

DINOv3

Updated 18d ago

Evaluation Results

Method	Links
DINOv3 2026.03		15.69
DINOv3 2026.03		15.69
VideoMAE 2026.03		15.69
SurgRec-MAE 2026.03		15.69
JEPA 2026.03		15.69
SurgRec-MAE 2026.03		15.69
SurgRec-JEPA 2026.03		15.69
SurgRec-MAE 2026.03		15.69
Qwen2.5-VL-7B 2026.03		13.73
Qwen2.5-VL-7B 2026.03		13.73
LLaVA-NeXT-7B 2026.03		11.76
LLaVA-NeXT-7B 2026.03		9.8
Qwen3-VL-8B 2026.03		7.84
Qwen3-VL-8B 2026.03		3.92