Text-to-Video Generation on VBench T2V
84.12Overall ScoreLumos-Nexus
Evaluation Results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Lumos-NexusType=Video unified models2026.05 | 84.12 | 85.03 | 80.52 | — | — | 91.46 | 76.15 | 23.49 | — | 99.7 | 67.29 | 96.2 | 52.47 | 27.23 | — | — | — | |
| CausVidType=Video generation models2026.05 | 83.88 | 85.21 | 78.57 | — | — | 80.34 | 64.77 | 24.18 | — | 96.89 | 64.7 | 92.8 | 55.74 | 27.53 | — | — | — | |
| Omni-VideoType=Video unified models2026.05 | 83.82 | 85 | 79.1 | — | — | 90.61 | 73.82 | 23.2 | — | 99.67 | 66.37 | 94.56 | 46.8 | 26.95 | — | — | — | |
| Wan2.1-14BType=Video generation models2026.05 | 83.69 | 85.59 | 76.11 | — | — | 88.59 | 75.89 | 22.64 | — | 99.46 | 66.07 | 86.28 | 45.75 | 25.91 | — | — | — | |
| HunyuanVideoType=Video generation models2026.05 | 83.43 | 85.07 | 76.88 | — | — | 89.79 | 72.13 | 22.21 | — | 99.39 | 60.28 | 83.48 | 54.46 | 26.95 | — | — | — | |
| Wan2.1-1.3BType=Video generation models2026.05 | 83.31 | 85.23 | 75.65 | — | — | 89.2 | 73.04 | 21.81 | — | 99.55 | 65.46 | 88.81 | 41.96 | 25.5 | — | — | — | |
| UniVideoType=Video unified models2026.05 | 82.58 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CogVideoX1.5-5BType=Video generation models2026.05 | 82.17 | 82.78 | 79.76 | — | — | 87.55 | 80.25 | 24.89 | — | 98.88 | 62.79 | 87.47 | 52.91 | 27.3 | — | — | — | |
| CogVideoX#Params=5.6B + 4.8B, Gen Rep=Continuous2025.07 | 81.91 | 83.05 | 77.33 | 96.45 | 96.71 | 63.33 | 85.07 | 83.03 | 27.65 | — | — | — | — | — | — | — | — | |
| Show-o2Type=Video unified models2026.05 | 81.34 | 82.1 | 78.31 | — | — | 80.89 | 62.61 | 23.29 | — | 97.68 | 65.15 | 94.81 | 57.67 | 27 | — | — | — | |
| EMU3#Params=8B, Gen Rep=Discrete2025.07 | 80.96 | 84.09 | 68.43 | 95.32 | 97.69 | — | 86.17 | — | — | — | — | — | — | — | — | — | — | |
| Emu3Type=Video unified models2026.05 | 80.96 | — | — | — | — | — | 68.73 | 20.92 | — | — | 59.64 | 86.17 | 37.11 | — | — | — | — | |
| NOVA#Params=0.6B + 2.8B, #Videos=20M, Gen Rep=Continuous2025.07 | 80.12 | 80.39 | 79.05 | — | — | — | 92 | — | — | — | — | — | — | — | — | — | — | |
| LTX-Video#Params=1.9B + 4.8B, Gen Rep=Continuous2025.07 | 80 | 82.3 | 70.79 | 96.56 | 97.2 | 60.28 | 83.45 | 81.45 | 25.19 | — | — | — | — | — | — | — | — | |
| LTX-VideoType=Video generation models2026.05 | 80 | 82.3 | 70.79 | — | — | 81.45 | 65.43 | 21.47 | — | 99.34 | 59.81 | 83.45 | 51.07 | 25.19 | — | — | — | |
| Lumos-1#Params=3.6B, #Videos=10M, Gen Rep=Discrete, Resolution=672 × 384 × 25, Supervised fine-tuning=true2025.07 | 78.9 | 79.83 | 75.21 | 96.78 | 96.6 | 61.92 | 94.38 | 81.14 | 25.57 | — | — | — | — | — | — | — | — | |
| Lumos-1Type=Video generation models2026.05 | 78.52 | 79.52 | 73.51 | — | — | 82 | 59.1 | 22.78 | — | 98.04 | 55.77 | 90.05 | 45.64 | 24.1 | — | — | — | |
| Lumos-1#Params=3.6B, #Videos=10M, Gen Rep=Discrete, Resolution=672 × 384 × 25, Supervised fine-tuning=false2025.07 | 78.32 | 79.52 | 73.51 | 95.51 | 96.5 | 58.04 | 90.05 | 82 | 25.29 | — | — | — | — | — | — | — | — | |
| Lumos-1#Params=1.5B, #Videos=10M, Gen Rep=Discrete, Resolution=672 × 384 × 25, Supervised fine-tuning=true2025.07 | 78.17 | 79.6 | 72.45 | 95.36 | 96.08 | 57.21 | 93.39 | 77.13 | 25.55 | — | — | — | — | — | — | — | — | |
| OpenSoraPlan V1.3#Params=2.7B + 13B, #Videos=70M, Gen Rep=Continuous2025.07 | 77.23 | 80.14 | 65.62 | 97.79 | 97.24 | 56.21 | 85.56 | 79.3 | 24.47 | — | — | — | — | — | — | — | — | |
| LaVie#Params=2.5B + 0.5B, #Videos=25M, Gen Rep=Continuous2025.07 | 77.08 | 78.78 | 70.31 | 91.41 | 97.47 | 61.9 | 91.82 | 86.39 | 26.41 | — | — | — | — | — | — | — | — | |
| InstructVideo#Params=1.4B + 0.3B, #Videos=10M, Gen Rep=Continuous2025.07 | 76.61 | 81.56 | 56.81 | 95.3 | 96.97 | 68.01 | 73.26 | 77.14 | 19.91 | — | — | — | — | — | — | — | — | |
| Lumos-1#Params=1.5B, #Videos=10M, Gen Rep=Discrete, Resolution=672 × 384 × 25, Supervised fine-tuning=false2025.07 | 76.34 | 78.27 | 68.65 | 96.04 | 96.29 | 56.16 | 90.47 | 77.49 | 25.07 | — | — | — | — | — | — | — | — | |
| ModelScopeT2V#Params=1.4B + 0.3B, #Videos=10M, Gen Rep=Continuous2025.07 | 75.75 | 78.05 | 66.54 | 89.87 | 95.29 | 58.57 | 82.25 | 81.72 | 25.67 | — | — | — | — | — | — | — | — | |
| CogVideo#Params=9B, #Videos=5.4M, Gen Rep=Continuous2025.07 | 67.01 | 72.06 | 46.83 | 92.19 | 96.2 | 41.03 | 73.4 | 79.57 | 7.7 | — | — | — | — | — | — | — | — |