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Benchmarks
Surgical Video Recognition on MultiByp
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56.92
Top-1 Accuracy
SurgRec-MAE
-0.4152
14.4699
29.355
44.2401
Mar 31, 2026
Top-1 Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
SurgRec-MAE
Balanced Sampling=true
2026.03
56.92
SurgRec-MAE
2026.03
56.92
SurgRec-JEPA
Balanced Sampling=true
2026.03
56.47
SurgRec-MAE
Balanced Sampling=false
2026.03
51.56
DINOv3
Pre-training Domain=Su...
2026.03
42.63
DINOv3
Pre-training Domain=Ge...
2026.03
38.62
VideoMAE
Pre-training Domain=Ge...
2026.03
20.54
JEPA
Pre-training Domain=Ge...
2026.03
12.88
Qwen2.5-VL-7B
Prompt strategy=P2
2026.03
6.92
Qwen2.5-VL-7B
Prompt strategy=P1
2026.03
6.25
Qwen3-VL-8B
Prompt strategy=P2
2026.03
2.9
Qwen3-VL-8B
Prompt strategy=P1
2026.03
2.46
LLaVA-NeXT-7B
Prompt strategy=P1
2026.03
1.79
LLaVA-NeXT-7B
Prompt strategy=P2
2026.03
1.79
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