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ResearchFormerly WizWand

Periodic Question Answering on Drive-QA

28.71MAEPeriod-LLM
28.331230.888133.44536.0019May 30, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Period-LLMLLM=LLaMA-7B, Evaluation Protocol=Fine-tune2025.0528.71105.54
FrozenBiLMLLM=DeBERTa-V2, Evaluation Protocol=Fine-tune2025.0529.44110.56
VideoChatLLM=Vicuna-7B, Evaluation Protocol=Fine-tune2025.0530.12115.23
LLaMA-AdapterLLM=LLaMA-7B, Evaluation Protocol=Fine-tune2025.0530.28118.79
FrozenBiLMLLM=DeBERTa-V2, Evaluation Protocol=Zero-shot2025.0530.88120.56
Period-LLMLLM=LLaMA-7B, Evaluation Protocol=Zero-shot2025.0530.88108.74
VideoLLaMALLM=Vicuna-7B, Evaluation Protocol=Fine-tune2025.0531.22121.55
LLaMA-AdapterLLM=LLaMA-7B, Evaluation Protocol=Zero-shot2025.0531.26125.42
BT-AdapterLLM=Vicuna-7B, Evaluation Protocol=Fine-tune2025.0531.31107.65
LLaMA-VIDLLM=Vicuna-7B, Evaluation Protocol=Fine-tune2025.0532.45109.87
VideoChatLLM=Vicuna-7B, Evaluation Protocol=Zero-shot2025.0532.67126.88
Video-ChatGPTLLM=Vicuna-7B, Evaluation Protocol=Fine-tune2025.0533.28112.35
BT-AdapterLLM=Vicuna-7B, Evaluation Protocol=Zero-shot2025.0534.21110.24
LLaMA-VIDLLM=Vicuna-7B, Evaluation Protocol=Zero-shot2025.0534.98114.33
VideoLLaMALLM=Vicuna-7B, Evaluation Protocol=Zero-shot2025.0535.45130.67
Video-ChatGPTLLM=Vicuna-7B, Evaluation Protocol=Zero-shot2025.0538.18118.29