FIRM-Video: Check Before You Score for Reliable Text-to-Video Reward Modeling

Benchmark Model Rank Results
text-to-video-generation-on-vbenchFIRM-Video-8B (Qwen3-VL-8B), Best-of-8 on Wan2.1-T2V-1.3B#32VBench Total Score: 82.36VBench Quality Score: 84.91