Video Multiple Choice Question Answering on ADL-MCQ
93.1Charades AREgo2ExoVLM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Ego2ExoVLMMethod Category=Vision Language Models2025.01 | 93.1 | 72 | 67.4 | 82.6 | 78.8 | |
| VideoLLaMA3Method Category=Vision Language Models2025.01 | 92 | 70.6 | 66.6 | 78.3 | 76.9 | |
| EE4D-VideoLLaMA3Method Category=Vision Language Models2025.01 | 90.9 | 71.3 | 60.2 | 77.7 | 75 | |
| LLAVIDALMethod Category=Vision Language Models2025.01 | 55.2 | 48.1 | 34.3 | 38.2 | 44 | |
| Chat-UniViMethod Category=Vision Language Models2025.01 | 53.1 | 48.1 | 32.3 | 36.4 | 42.5 | |
| CogVLM + LlamaMethod Category=Image captioners + LLM2025.01 | 52.8 | 43.2 | 32.5 | 22.5 | 37.8 | |
| CogVLM + GPTMethod Category=Image captioners + LLM2025.01 | 52.3 | 42.5 | 32 | 23.6 | 37.6 | |
| VideoChatGPTMethod Category=Vision Language Models2025.01 | 51 | 39.6 | 31.4 | 20.9 | 35.7 | |
| ADL-X-ChatGPTMethod Category=Vision Language Models2025.01 | 51 | 44.5 | 28.6 | 29.5 | 38.4 | |
| BLIP2 + GPTMethod Category=Image captioners + LLM2025.01 | 50.2 | 39.6 | 28.9 | 20.2 | 34.7 | |
| VideoLLaVAMethod Category=Vision Language Models2025.01 | 41.8 | 49.2 | 30 | 25.5 | 36.6 | |
| VideoLLaMAMethod Category=Vision Language Models2025.01 | 40.2 | 44.8 | 32.6 | 24.6 | 35.6 |