Commentary Generation on Race English
65Alignment ScoreLLaVA-NeXT-Video-7B-hf
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LLaVA-NeXT-Video-7B-hfDecoding Strategy=Feedback2026.03 | 65 | 20 | 10.6 | |
| GPT-4.1Decoding Strategy=Feedback (ICL)2026.03 | 65 | 16 | 12.1 | |
| GPT-4.1Decoding Strategy=Feedback2026.03 | 64 | 16 | 9.8 | |
| GPT-4.1Decoding Strategy=Realtime2026.03 | 57 | 16 | 10.6 | |
| LLaVA-NeXT-Video-7B-hfDecoding Strategy=Realtime2026.03 | 25 | 19 | 6.4 | |
| LLaVA-NeXT-Video-7B-hfDecoding Strategy=Feedback (ICL)2026.03 | 19 | 18 | 8.1 | |
| Qwen2.5-VL-7B-InstructDecoding Strategy=Feedback2026.03 | 18 | 16 | 4.4 | |
| Qwen2.5-VL-7B-InstructDecoding Strategy=Feedback (ICL)2026.03 | 18 | 17 | 6.4 | |
| Qwen2.5-VL-7B-InstructDecoding Strategy=Realtime2026.03 | 17 | 17 | 4.8 | |
| LLaVA-NeXT-Video-7B-hfDecoding Strategy=stateless2026.03 | 16 | 18 | 5.1 | |
| GPT-4.1Decoding Strategy=stateless2026.03 | 16 | 17 | 6.2 | |
| Qwen2.5-VL-7B-InstructDecoding Strategy=stateless2026.03 | 16 | 18 | 6.2 |