Temporal Grounding on FineAction CGR
66.68mIoUSlowFocus
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SlowFocusLLM=Vicuna-7B, LoRA=true2026.02 | 66.68 | 85.8 | 73.01 | 56.25 | |
| VTimeLLMLLM=Vicuna-7B, LoRA=true2026.02 | 27.69 | 32.83 | 24.26 | 21.87 | |
| LLaMA-VID†LLM=Vicuna-7B, LoRA=true, Re-trained on stage 3's data=true2026.02 | 22.38 | 26.17 | 19.47 | 17.53 | |
| LLaMA-VIDLLM=Vicuna-7B, LoRA=false2026.02 | 0.35 | 0.52 | 0.17 | 0.03 | |
| VideoLLaMALLM=Vicuna-7B, LoRA=false2026.02 | 0.17 | 0.25 | 0.11 | 0 | |
| Video-ChatGPTLLM=Vicuna-7B, LoRA=false2026.02 | 0.06 | 0.1 | 0.01 | 0 |