Event-to-Video Reconstruction on BS-ERGB (test)
0.283LPIPSLTX-Events
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LTX-EventsSequence Length=32 frames, Temporal Extrapolation Level=In-distribution, Model state=adapted, LoRA rank=322025.12 | 0.283 | 20.3 | 64.3 | |
| LTX-EventsSequence Length=64 frames, Temporal Extrapolation Level=Moderate extrapolation, Model state=adapted, LoRA rank=322025.12 | 0.307 | 19.3 | 60.9 | |
| LTX-EventsSequence Length=32 frames, Temporal Extrapolation Level=In-distribution, Model state=frozen, LoRA rank=02025.12 | 0.345 | 17.8 | 56.7 | |
| LTX-EventsSequence Length=128 frames, Temporal Extrapolation Level=Extended extrapolation, Model state=adapted, LoRA rank=322025.12 | 0.374 | 16.8 | 52.3 | |
| HyperE2VIDSequence Length=32 frames, Temporal Extrapolation Level=In-distribution, Variant=autoregressive2025.12 | 0.422 | 17.2 | 56.8 | |
| HyperE2VIDSequence Length=128 frames, Temporal Extrapolation Level=Extended extrapolation, Variant=autoregressive2025.12 | 0.423 | 14.8 | 54 | |
| HyperE2VIDSequence Length=64 frames, Temporal Extrapolation Level=Moderate extrapolation, Variant=autoregressive2025.12 | 0.426 | 16 | 54.9 | |
| LTX-EventsSequence Length=64 frames, Temporal Extrapolation Level=Moderate extrapolation, Model state=frozen, LoRA rank=02025.12 | 0.432 | 16.1 | 48.8 | |
| LTX-EventsSequence Length=128 frames, Temporal Extrapolation Level=Extended extrapolation, Model state=frozen, LoRA rank=02025.12 | 0.572 | 13.4 | 36.4 |