Event-to-Video Reconstruction on HS-ERGB close
0.231LPIPSLTX-Events
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LTX-EventsSequence Length=32 frames, Temporal Extrapolation Level=In-distribution, Model state=adapted2025.12 | 0.231 | 25.4 | 0.753 | |
| LTX-EventsSequence Length=32 frames, Temporal Extrapolation Level=In-distribution, Model state=frozen2025.12 | 0.313 | 21.1 | 0.679 | |
| LTX-EventsSequence Length=64 frames, Temporal Extrapolation Level=Moderate extrapolation, Model state=adapted2025.12 | 0.324 | 21.4 | 0.651 | |
| LTX-EventsSequence Length=64 frames, Temporal Extrapolation Level=Moderate extrapolation, Model state=frozen2025.12 | 0.467 | 17.9 | 0.551 | |
| LTX-EventsSequence Length=128 frames, Temporal Extrapolation Level=Extended extrapolation, Model state=adapted2025.12 | 0.474 | 16.6 | 0.474 | |
| HyperE2VIDSequence Length=32 frames, Temporal Extrapolation Level=In-distribution, Variant=autoregressive2025.12 | 0.53 | 17.7 | 0.524 | |
| HyperE2VIDSequence Length=64 frames, Temporal Extrapolation Level=Moderate extrapolation2025.12 | 0.555 | 15.9 | 0.465 | |
| HyperE2VIDSequence Length=128 frames, Temporal Extrapolation Level=Extended extrapolation2025.12 | 0.575 | 14.4 | 0.415 | |
| LTX-EventsSequence Length=128 frames, Temporal Extrapolation Level=Extended extrapolation, Model state=frozen2025.12 | 0.665 | 14.2 | 0.34 |