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Benchmarks
Surgical Video Question Answering on REAL-Colon-Reason (Level 1)
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65.3
EM
RL framework over Digital Twin Representations
16.628
29.264
41.9
54.536
Jun 15, 2026
EM
SMILE
Updated 1mo ago
Evaluation Results
Method
Method
Links
EM
SMILE
RL framework over Digital Twin Representations
2026.06
65.3
70.8
InternVL3-1B
2026.06
48.2
53.5
PitVQA
2026.06
45.1
50.8
Qwen3-VL-8B
2026.06
42.8
48.5
SurgViVQA
2026.06
40.5
46.2
Surgical-LVLM
2026.06
38.5
44.1
Qwen3-VL-4B
2026.06
35.5
41.2
Qwen2.5-VL-3B
2026.06
30.2
35.6
MedGemma-4B
2026.06
25.6
31.4
SurgicalGPT
2026.06
22.4
28.2
VideoLLaMA3-2B
2026.06
18.5
24.1
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