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Benchmarks
Surgical Video Question Answering on REAL-Colon-Reason (Level 2)
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58.4
Exact Match (EM)
RL framework over Digital Twin Representations
10.456
22.903
35.35
47.797
Jun 15, 2026
Exact Match (EM)
SMILE Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Exact Match (EM)
SMILE Score
RL framework over Digital Twin Representations
2026.06
58.4
64.2
Qwen3-VL-8B
2026.06
45.2
51.1
InternVL3-1B
2026.06
35.4
41.2
Surgical-LVLM
2026.06
31.2
37.5
Qwen3-VL-4B
2026.06
28.9
34.5
PitVQA
2026.06
28.6
35.2
SurgViVQA
2026.06
26.4
32.8
Qwen2.5-VL-3B
2026.06
22.4
28.1
MedGemma-4B
2026.06
18.2
24.5
SurgicalGPT
2026.06
14.5
19.3
VideoLLaMA3-2B
2026.06
12.3
17.8
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