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Benchmarks
Surgical Video Recognition on LDPoly
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90.76
Accuracy@1
SurgRec-MAE
6.4056
28.3053
50.205
72.1047
Mar 31, 2026
Accuracy@1
Updated 18d ago
Evaluation Results
Method
Method
Links
Accuracy@1
SurgRec-MAE
Balanced Sampling=true
2026.03
90.76
SurgRec-MAE
2026.03
90.76
SurgRec-JEPA
Balanced Sampling=true
2026.03
90.42
DINOv3
Pre-training Domain=Ge...
2026.03
90.35
DINOv3
Pre-training Domain=Su...
2026.03
90.35
VideoMAE
Pre-training Domain=Ge...
2026.03
90.35
SurgRec-MAE
Balanced Sampling=false
2026.03
90.35
JEPA
Pre-training Domain=Ge...
2026.03
90.35
Qwen2.5-VL-7B
Prompt strategy=P2
2026.03
89.03
Qwen2.5-VL-7B
Prompt strategy=P1
2026.03
88.4
Qwen3-VL-8B
Prompt strategy=P1
2026.03
85.62
Qwen3-VL-8B
Prompt strategy=P2
2026.03
85.49
LLaVA-NeXT-7B
Prompt strategy=P1
2026.03
9.65
LLaVA-NeXT-7B
Prompt strategy=P2
2026.03
9.65
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