Inverse forecasting on Active Matter inverse task (test)
0.104Relative MSEAViT
Evaluation results
| Method | Links | |
|---|---|---|
| AViTSetting=Deterministic, Latency (s)=0.104, Compression ratio=1x2025.12 | 0.104 | |
| ECHOSetting=Generative, Latency (s)=0.11, Compression ratio=48x2025.12 | 0.112 | |
| ECHOSetting=Deterministic, Latency (s)=0.0489, Compression ratio=48x2025.12 | 0.118 | |
| ECHOSetting=Generative, Latency (s)=0.11, Compression ratio=176x2025.12 | 0.171 | |
| BCATSetting=Deterministic, Latency (s)=0.118, Compression ratio=1x2025.12 | 0.195 | |
| ENMASetting=Generative, Latency (s)=2.2, Compression ratio=176x2025.12 | 0.427 | |
| AViTSetting=Deterministic, Latency (s)=0.104, Compression ratio=1x2025.12 | 0.45 | |
| BCATSetting=Deterministic, Latency (s)=0.118, Compression ratio=1x2025.12 | 0.498 | |
| ECHOSetting=Deterministic, Latency (s)=0.0489, Compression ratio=176x2025.12 | 0.574 | |
| Transolver++Setting=Deterministic, Latency (s)=0.352, Compression ratio=1x2025.12 | 0.733 | |
| ENMASetting=Generative, Latency (s)=2.2, Compression ratio=48x2025.12 | 1.01 | |
| Transolver++Setting=Deterministic, Latency (s)=0.352, Compression ratio=1x2025.12 | 1.03 | |
| FNOSetting=Deterministic, Latency (s)=0.0442, Compression ratio=1x2025.12 | 1.87 |