Confidence Estimation on VECBench ID VSA
0.37ECEQwen3-VL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Qwen3-VLConfidence Elicitation Strategy=Ans2025.12 | 0.37 | 17.77 | 51.42 | |
| InternVL3.5Confidence Elicitation Strategy=Avg2025.12 | 2.47 | 16.88 | 60.49 | |
| Qwen2.5-VLConfidence Elicitation Strategy=Avg2025.12 | 2.94 | 16.06 | 64.3 | |
| GPT5Confidence Elicitation Strategy=Verb2025.12 | 3.39 | 13.69 | 74.28 | |
| EmoVITConfidence Elicitation Strategy=Avg2025.12 | 3.62 | 15.01 | 62.81 | |
| EmoCaliberConfidence Elicitation Strategy=Verb2025.12 | 4.76 | 14.68 | 66.09 | |
| Qwen3-VLConfidence Elicitation Strategy=Avg2025.12 | 11.18 | 16.14 | 60.75 | |
| Qwen3-VLConfidence Elicitation Strategy=Verb2025.12 | 12.13 | 15.24 | 67.54 | |
| Qwen2.5-VLConfidence Elicitation Strategy=Verb2025.12 | 13.81 | 17.03 | 59.35 | |
| EmoVITConfidence Elicitation Strategy=Ans2025.12 | 16.27 | 17.85 | 49.76 | |
| Qwen2.5-VLConfidence Elicitation Strategy=Ans2025.12 | 16.85 | 18.56 | 61.69 | |
| InternVL3.5Confidence Elicitation Strategy=Ans2025.12 | 27.12 | 29.55 | 67.09 | |
| Emotion-LLaMAConfidence Elicitation Strategy=Avg2025.12 | 29.35 | 33.61 | 50 |