Forward forecasting on Active Matter forward task (test)
0.132Relative MSEECHO
Evaluation results
| Method | Links | |
|---|---|---|
| ECHOSetting=Generative, Latency (s)=0.11, Compression ratio=48x2025.12 | 0.132 | |
| AViTSetting=Deterministic, Latency (s)=0.104, Compression ratio=1x2025.12 | 0.152 | |
| ECHOSetting=Deterministic, Latency (s)=0.0489, Compression ratio=48x2025.12 | 0.201 | |
| BCATSetting=Deterministic, Latency (s)=0.118, Compression ratio=1x2025.12 | 0.218 | |
| ECHOSetting=Generative, Latency (s)=0.11, Compression ratio=176x2025.12 | 0.287 | |
| ENMASetting=Generative, Latency (s)=2.2, Compression ratio=176x2025.12 | 0.333 | |
| ECHOSetting=Deterministic, Latency (s)=0.0489, Compression ratio=176x2025.12 | 0.344 | |
| ENMASetting=Generative, Latency (s)=2.2, Compression ratio=48x2025.12 | 0.412 | |
| BCATSetting=Deterministic, Latency (s)=0.118, Compression ratio=1x2025.12 | 0.456 | |
| AViTSetting=Deterministic, Latency (s)=0.104, Compression ratio=1x2025.12 | 0.462 | |
| Transolver++Setting=Deterministic, Latency (s)=0.352, Compression ratio=1x2025.12 | 0.691 | |
| Transolver++Setting=Deterministic, Latency (s)=0.352, Compression ratio=1x2025.12 | 0.964 | |
| FNOSetting=Deterministic, Latency (s)=0.0442, Compression ratio=1x2025.12 | 1.52 |