AIGVEval combines BLIP, 3D Swin Transformer, and SlowFast features with a LoRA-tuned LLM to predict AI-generated video quality, hitting second place on the NTIRE 2025 Track 2 leaderboard.
Gaia: Rethinking action quality assessment for ai-generated videos.Advances in Neural Information Processing Systems, 37:40111–40144, 2024
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Towards Holistic Visual Quality Assessment of AI-Generated Videos: A LLM-Based Multi-Dimensional Evaluation Model
AIGVEval combines BLIP, 3D Swin Transformer, and SlowFast features with a LoRA-tuned LLM to predict AI-generated video quality, hitting second place on the NTIRE 2025 Track 2 leaderboard.