Video Description on SVU-31K 1.0 (test)
4CIMedScope
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MedScopeTool Use=true, Reasoning=true, Zero-shot=true2026.02 | 4 | 4.36 | 4.15 | 4.08 | |
| VideoR1-7BTool Use=false, Reasoning=true, Zero-shot=true2026.02 | 3.8 | 4.01 | 3.79 | 3.77 | |
| LongVT-7B-RFTTool Use=true, Reasoning=true, Zero-shot=true2026.02 | 3.77 | 4.1 | 3.78 | 3.76 | |
| VideoRFT-7BTool Use=true, Reasoning=true, Zero-shot=true2026.02 | 3.46 | 3.61 | 3.5 | 3.53 | |
| VideoChat-R1-7BTool Use=true, Reasoning=true, Zero-shot=true2026.02 | 3.3 | 3.41 | 3.29 | 3.37 | |
| SurgVidLMTool Use=false, Reasoning=false, Zero-shot=true2026.02 | 2.27 | 2.62 | 3.06 | 2.44 | |
| Qwen2.5-VL-7BTool Use=false, Reasoning=false, Zero-shot=true2026.02 | 1.82 | 1.77 | 2.49 | 1.95 | |
| InternVL3-8BTool Use=false, Reasoning=false, Zero-shot=true2026.02 | 1.76 | 1.67 | 2.31 | 2.02 | |
| VideoLLaMA3-7BTool Use=false, Reasoning=false, Zero-shot=true2026.02 | 1.58 | 1.87 | 2.29 | 1.95 | |
| Video-LLaVA-7BTool Use=false, Reasoning=false, Zero-shot=true2026.02 | 1.15 | 1.09 | 1.24 | 1.21 | |
| GroundingGPT-7BTool Use=false, Reasoning=false, Zero-shot=true2026.02 | 1.05 | 1.16 | 1.26 | 1.16 |