Video Description on ADL-VD Charades
80.5CorEgo2ExoVLM
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Ego2ExoVLMMethod Category=Vision Language Models2025.01 | 80.5 | 78.8 | 82.3 | 73.8 | 62.4 | 75.5 | |
| EE4D-VideoLLaMA3Method Category=Vision Language Models2025.01 | 80.4 | 78.8 | 82 | 73.8 | 61.9 | 75.4 | |
| VideoLLaMA3Method Category=Vision Language Models2025.01 | 73.5 | 73.7 | 75.8 | 68.6 | 61.6 | 70.6 | |
| LLAVIDALMethod Category=Vision Language Models2025.01 | 45.8 | 64.2 | 57 | 36.4 | 39.4 | 48.6 | |
| CogVLM + GPTMethod Category=Image captioners + LLM2025.01 | 42 | 62 | 49.6 | 36.5 | 32.8 | 44.6 | |
| ADL-X-ChatGPTMethod Category=Vision Language Models2025.01 | 40.6 | 50.6 | 49.8 | 30.6 | 40.2 | 42.4 | |
| CogVLM + LlamaMethod Category=Image captioners + LLM2025.01 | 40.2 | 61.8 | 49.5 | 36.5 | 33.5 | 44.3 | |
| BLIP2 + GPTMethod Category=Image captioners + LLM2025.01 | 39.8 | 60.2 | 47.8 | 36 | 37.2 | 44.2 | |
| Chat-UniViMethod Category=Vision Language Models2025.01 | 36.5 | 54.5 | 46.6 | 32.2 | 35.9 | 41.1 | |
| VideoChatGPTMethod Category=Vision Language Models2025.01 | 26.1 | 45.2 | 35.6 | 21.4 | 31.2 | 31.9 | |
| VideoLLaVAMethod Category=Vision Language Models2025.01 | 23.6 | 46.4 | 34 | 20.6 | 33.5 | 31.6 | |
| VideoLLaMAMethod Category=Vision Language Models2025.01 | 22.2 | 42.5 | 33.8 | 20.2 | 34.5 | 30.6 |