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Benchmarks
Surgical Video Recognition on JIGSAWS
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47.49
Top-1 Accuracy
SurgRec-MAE
6.9196
17.4523
27.985
38.5177
Mar 31, 2026
Top-1 Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
SurgRec-MAE
Balanced Sampling=true
2026.03
47.49
SurgRec-MAE
2026.03
47.49
SurgRec-JEPA
Balanced Sampling=true
2026.03
32.24
JEPA
Pre-training Domain=Ge...
2026.03
29.72
SurgRec-MAE
Balanced Sampling=false
2026.03
21.23
DINOv3
Pre-training Domain=Ge...
2026.03
18.12
DINOv3
Pre-training Domain=Su...
2026.03
17.11
VideoMAE
Pre-training Domain=Ge...
2026.03
15.67
Qwen2.5-VL-7B
Prompt strategy=P2
2026.03
14.83
Qwen2.5-VL-7B
Prompt strategy=P1
2026.03
14.47
Qwen3-VL-8B
Prompt strategy=P2
2026.03
14.18
Qwen3-VL-8B
Prompt strategy=P1
2026.03
13.76
LLaVA-NeXT-7B
Prompt strategy=P2
2026.03
9.79
LLaVA-NeXT-7B
Prompt strategy=P1
2026.03
8.48
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