ChronoMagic-Bench - GPT4o-MTScore — leaderboard

ChronoMagic-Bench evaluates text-to-time-lapse video generation on metamorphic amplitude and temporal coherence, reporting UMT-FVD, UMTScore, MTScore, CHScore, and GPT-4o MTScore.

Metric: GPT-4o MTScore. Source: huggingface.co. 24 models tracked.

Top models

#ModelScore
1Mochi-1-preview3.76
2CogVideoX-5B3.36
3Sora (20241220)3.19
4Allegro3.18
5Dream Machine (20240610)3.11
6CogVideoX-2B3.09
7MCM-MSLION3.06
8MagicTime3.05
9ModelScopeT2V3.01
10VideoCrafter22.87

Interactive version: theaggregate.ai/benchmark?slug=chronomagic-bench-gpt4o-mtscore · How the rankings work · Data refreshed daily, snapshot 2026-07-22.