Periodic Question Answering on Radar-QA
14.24MAEPeriod-LLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Period-LLMLLM=LLaMA-7B, Evaluation Protocol=Fine-tune2025.05 | 14.24 | 24.12 | |
| FrozenBiLMLLM=DeBERTa-V2, Evaluation Protocol=Fine-tune2025.05 | 16.66 | 28.55 | |
| VideoLLaMALLM=Vicuna-7B, Evaluation Protocol=Fine-tune2025.05 | 17.03 | 20.34 | |
| Period-LLMLLM=LLaMA-7B, Evaluation Protocol=Zero-shot2025.05 | 17.56 | 26.45 | |
| LLaMA-VIDLLM=Vicuna-7B, Evaluation Protocol=Zero-shot2025.05 | 18.21 | 29.32 | |
| LLaMA-VIDLLM=Vicuna-7B, Evaluation Protocol=Fine-tune2025.05 | 18.21 | 29.32 | |
| LLaMA-AdapterLLM=LLaMA-7B, Evaluation Protocol=Fine-tune2025.05 | 20.34 | 28.56 | |
| VideoChatLLM=Vicuna-7B, Evaluation Protocol=Fine-tune2025.05 | 20.54 | 27.38 | |
| Video-ChatGPTLLM=Vicuna-7B, Evaluation Protocol=Fine-tune2025.05 | 21.61 | 30.45 | |
| VideoChatLLM=Vicuna-7B, Evaluation Protocol=Zero-shot2025.05 | 21.71 | 29.58 | |
| BT-AdapterLLM=Vicuna-7B, Evaluation Protocol=Fine-tune2025.05 | 22.12 | 30.19 | |
| FrozenBiLMLLM=DeBERTa-V2, Evaluation Protocol=Zero-shot2025.05 | 22.17 | 30.42 | |
| VideoLLaMALLM=Vicuna-7B, Evaluation Protocol=Zero-shot2025.05 | 23.42 | 18.85 | |
| BT-AdapterLLM=Vicuna-7B, Evaluation Protocol=Zero-shot2025.05 | 23.42 | 31.47 | |
| Video-ChatGPTLLM=Vicuna-7B, Evaluation Protocol=Zero-shot2025.05 | 23.77 | 32.13 | |
| LLaMA-AdapterLLM=LLaMA-7B, Evaluation Protocol=Zero-shot2025.05 | 24.12 | 31.79 |