Video Question Answering on NExT-QA de-biased set
60.8Temporal Reasoning Scorevideo-grounded entailment tree reasoning
Evaluation results
| Method | Links | ||
|---|---|---|---|
| video-grounded entailment tree reasoningModel Reasoner=VideoLLAVA (7B)2025.01 | 60.8 | 65.9 | |
| VideoTreeModel Reasoner=GPT-4 (1.8T)2025.01 | 60.2 | 66.4 | |
| VideoAgentModel Reasoner=GPT-4 (1.8T)2025.01 | 58.2 | 66.6 | |
| LLoViModel Reasoner=GPT-4 (1.8T)2025.01 | 53.1 | 60.8 |