Confidence Estimation on VECBench ID VER
13.63ECEEmoCaliber
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EmoCaliberConfidence Elicitation Strategy=Verb2025.12 | 13.63 | 22.77 | 70.9 | |
| Qwen3-VLConfidence Elicitation Strategy=Ans2025.12 | 26.31 | 39.62 | 53.13 | |
| GPT5Confidence Elicitation Strategy=Verb2025.12 | 28.2 | 29.99 | 69.43 | |
| EmoVITConfidence Elicitation Strategy=Ans2025.12 | 33.09 | 39.11 | 49.63 | |
| EmoVITConfidence Elicitation Strategy=Avg2025.12 | 33.52 | 35.91 | 57.43 | |
| InternVL3.5Confidence Elicitation Strategy=Avg2025.12 | 39.8 | 39.5 | 59.24 | |
| Qwen2.5-VLConfidence Elicitation Strategy=Avg2025.12 | 42.44 | 41.98 | 58.58 | |
| Qwen3-VLConfidence Elicitation Strategy=Avg2025.12 | 46.05 | 45.71 | 59.87 | |
| InternVL3.5Confidence Elicitation Strategy=Ans2025.12 | 48.89 | 52.82 | 56.3 | |
| Qwen3-VLConfidence Elicitation Strategy=Verb2025.12 | 48.95 | 47.21 | 65.6 | |
| Qwen2.5-VLConfidence Elicitation Strategy=Verb2025.12 | 49.2 | 48.18 | 56.21 | |
| Qwen2.5-VLConfidence Elicitation Strategy=Ans2025.12 | 50.61 | 51.06 | 59.93 | |
| Emotion-LLaMAConfidence Elicitation Strategy=Avg2025.12 | 62.19 | 53.31 | 50 |