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Surgical Video Recognition on AutoLap

22.58Top-1 Accuracy (%)

SurgRec-MAE

Updated 18d ago

Evaluation Results

Method	Links
SurgRec-MAE 2026.03		22.58
SurgRec-MAE 2026.03		22.58
Qwen3-VL-8B 2026.03		22.58
JEPA 2026.03		20.97
DINOv3 2026.03		19.35
VideoMAE 2026.03		19.35
Qwen3-VL-8B 2026.03		19.35
DINOv3 2026.03		17.74
SurgRec-MAE 2026.03		17.74
SurgRec-JEPA 2026.03		17.74
Qwen2.5-VL-7B 2026.03		14.52
Qwen2.5-VL-7B 2026.03		12.9
LLaVA-NeXT-7B 2026.03		11.29
LLaVA-NeXT-7B 2026.03		11.29