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Benchmarks
Surgical Video Recognition on SurgAct
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18.75
Accuracy@1
SurgRec-MAE
-0.75
4.3125
9.375
14.4375
Mar 31, 2026
Accuracy@1
Updated 18d ago
Evaluation Results
Method
Method
Links
Accuracy@1
SurgRec-MAE
Balanced Sampling=false
2026.03
18.75
SurgRec-MAE
Balanced Sampling=true
2026.03
18.75
SurgRec-MAE
2026.03
18.75
JEPA
Pre-training Domain=Ge...
2026.03
12.5
LLaVA-NeXT-7B
Prompt strategy=P1
2026.03
12.5
LLaVA-NeXT-7B
Prompt strategy=P2
2026.03
12.5
DINOv3
Pre-training Domain=Ge...
2026.03
6.25
DINOv3
Pre-training Domain=Su...
2026.03
6.25
VideoMAE
Pre-training Domain=Ge...
2026.03
6.25
SurgRec-JEPA
Balanced Sampling=true
2026.03
6.25
Qwen3-VL-8B
Prompt strategy=P1
2026.03
6.25
Qwen2.5-VL-7B
Prompt strategy=P1
2026.03
6.25
Qwen2.5-VL-7B
Prompt strategy=P2
2026.03
6.25
Qwen3-VL-8B
Prompt strategy=P2
2026.03
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