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Video Question Answering on TVBench

63.5AccuracyPLM 8B
45.350.02554.7559.475Jun 11, 2025

Evaluation results

MethodLinks
PLM 8BParams Enc / LLM=1B/8B, Evaluation Protocol=zero-shot2025.0663.5
InternVL-2.5Params Enc / LLM=300M/7B, Evaluation Protocol=zero-shot2025.0661.6
V-JEPA 2Params Enc / LLM=1B/8B, Evaluation Protocol=zero-shot2025.0660.6
Qwen2.5VLParams Enc / LLM=1B/7B, Evaluation Protocol=zero-shot2025.0650.5
Qwen2VLParams Enc / LLM=675M/7B, Evaluation Protocol=zero-shot2025.0646