Image-to-Video Generation on StoryEval-Bench I2V
59.7Human ScoreWan2.2-I2V-A14B + TS-Attn
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Wan2.2-I2V-A14B + TS-AttnBase Model=Wan2.2-I2V-A14B, Parameters=A14B2026.04 | 59.7 | 58.8 | 51.8 | 66.8 | 40.2 | 67.5 | 45.4 | 57.6 | |
| Wan2.2-I2V-A14B + TS-Attnverifier=GPT-4o2026.04 | 58.3 | 53.2 | 50.4 | 63 | 36.5 | 64 | 43.8 | 54.4 | |
| Wan2.2-I2V-A14BParameters=A14B2026.04 | 56.7 | 51 | 47.6 | 61.6 | 35.3 | 62.2 | 41.3 | 52 | |
| Wan2.1-I2V-14B + TS-AttnBase Model=Wan2.1-I2V-14B, Parameters=14B2026.04 | 53 | 46.8 | 42.8 | 57.9 | 32.3 | 55.3 | 39 | 47.9 | |
| SkyReels-V2-14BParameters=14B2026.04 | 49.8 | 44.5 | 40.7 | 52.7 | 30.8 | 54.7 | 32.5 | 43.8 | |
| Wan2.1-I2V-14BParameters=14B2026.04 | 48.6 | 38.4 | 36 | 53.2 | 26.7 | 53 | 28.2 | 41.4 | |
| Wan2.2-I2V-A14Bverifier=GPT-4o2026.04 | 48.4 | 49.3 | 43.1 | 50.3 | 34.4 | 57.8 | 39.1 | 47.5 | |
| Wan2.1-I2V-14B + TS-Attnverifier=GPT-4o2026.04 | 46 | 38.8 | 43.3 | 44.9 | 32 | 54.2 | 32.6 | 42.6 | |
| Wan2.1-I2V-14Bverifier=GPT-4o2026.04 | 43.8 | 33.9 | 36 | 42.1 | 29.8 | 44.4 | 31.9 | 37 | |
| MAGI-1-24BParameters=24B2026.04 | 43.6 | 38.3 | 39 | 46.2 | 25.1 | 49.7 | 36.1 | 40.4 | |
| Framepack-13BParameters=13B2026.04 | 41.4 | 37.3 | 35.4 | 50.1 | 25 | 51.8 | 28 | 37.9 | |
| SkyReels-V2-I2V-14Bverifier=GPT-4o2026.04 | 40.5 | 37.9 | 34.1 | 41.1 | 25.5 | 43.7 | 28 | 36.9 | |
| CogVideoX-I2V-5B + TS-AttnBase Model=CogVideoX-I2V-5B, Parameters=5B2026.04 | 37.9 | 36.4 | 30.8 | 43 | 20.2 | 52.2 | 22.1 | 35.3 | |
| Framepack-13Bverifier=GPT-4o2026.04 | 37.3 | 30.9 | 28.2 | 45 | 21.1 | 43.9 | 25.3 | 33.5 | |
| MAGI-1-I2V-24Bverifier=GPT-4o2026.04 | 37.2 | 31.3 | 32.6 | 37 | 19.4 | 44.7 | 26.7 | 34.2 | |
| CogVideoX-I2V-5B + TS-Attnverifier=GPT-4o2026.04 | 28.2 | 28.8 | 23.5 | 35.1 | 16.5 | 44.3 | 15.9 | 28.3 | |
| CogVideoX-I2V-5BParameters=5B2026.04 | 24.7 | 24.6 | 20.5 | 29.3 | 12.4 | 42.9 | 9.8 | 23.9 | |
| CogVideoX-I2V-5Bverifier=GPT-4o2026.04 | 21 | 18.8 | 17.5 | 23.3 | 10 | 35.8 | 9.9 | 19.6 |