Next-Utterance Prediction on SayNext-PC2k (Subject-Dependent Evaluation Protocol)
2.307BLEU-4SayNext-Chat
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SayNext-ChatEvaluation Protocol=Subject-Dependent2026.01 | 2.307 | 17.957 | 0.5651 | 0.4722 | 0.8014 | 0.8285 | |
| GPT4oEvaluation Protocol=Subject-Dependent2026.01 | 1.081 | 14.623 | 0.5489 | 0.4415 | 0.7944 | 0.8084 | |
| InternVL2Evaluation Protocol=Subject-Dependent2026.01 | 0.772 | 13.936 | 0.5468 | 0.4546 | 0.7986 | 0.8197 | |
| Gemini2.5Evaluation Protocol=Subject-Dependent2026.01 | 0.71 | 11.951 | 0.53 | 0.3686 | 0.6554 | 0.7002 | |
| No visionEvaluation Protocol=Subject-Dependent2026.01 | 0.574 | 11.005 | 0.4921 | 0.2632 | 0.6155 | 0.6916 | |
| VideoLLaMA3Evaluation Protocol=Subject-Dependent2026.01 | 0.554 | 13.696 | 0.5397 | 0.4072 | 0.7117 | 0.7582 | |
| LLaVA-NeXTEvaluation Protocol=Subject-Dependent2026.01 | 0.472 | 12.143 | 0.4469 | 0.3715 | 0.6304 | 0.6932 | |
| InstructBlipEvaluation Protocol=Subject-Dependent2026.01 | 0.466 | 8.679 | 0.4596 | 0.2856 | 0.5076 | 0.6075 | |
| Emotion-LLaMAEvaluation Protocol=Subject-Dependent2026.01 | 0.38 | 14.046 | 0.5139 | 0.3478 | 0.7897 | 0.8213 |