Event-to-Video Reconstruction on Event-to-Video Datasets (test)
130.8GPU Inference SpeedET-Net
Evaluation Results
| Method | Links | |
|---|---|---|
| ET-NetParameters (Millions)=22.18, Resolution=640×4802026.05 | 130.8 | |
| ET-NetParameters (Millions)=22.18, Resolution=340×2602026.05 | 56.2 | |
| CISTA-LSTCParameters (Millions)=10.40, Resolution=640×4802026.05 | 52.9 | |
| SPADE-E2VIDParameters (Millions)=12.49, Resolution=640×4802026.05 | 38.2 | |
| MSFET-E2VParameters (Millions)=16.71, Resolution=640×4802026.05 | 35.73 | |
| ET-NetParameters (Millions)=22.18, Resolution=240×1802026.05 | 32.1 | |
| E2VID+Parameters (Millions)=10.71, Resolution=640×4802026.05 | 30 | |
| MSFET-E2VParameters (Millions)=16.71, Resolution=340×2602026.05 | 26.4 | |
| SPADE-E2VIDParameters (Millions)=12.49, Resolution=340×2602026.05 | 24.3 | |
| CISTA-LSTCParameters (Millions)=10.40, Resolution=340×2602026.05 | 24.3 | |
| HyperE2VIDParameters (Millions)=10.15, Resolution=640×4802026.05 | 22 | |
| MSFET-E2VParameters (Millions)=16.71, Resolution=240×1802026.05 | 16.8 | |
| SPADE-E2VIDParameters (Millions)=12.49, Resolution=240×1802026.05 | 16.1 | |
| HyperE2VIDParameters (Millions)=10.15, Resolution=340×2602026.05 | 12.9 | |
| E2VID+Parameters (Millions)=10.71, Resolution=340×2602026.05 | 10.1 | |
| FireNet+Parameters (Millions)=0.04, Resolution=640×4802026.05 | 10.1 | |
| HyperE2VIDParameters (Millions)=10.15, Resolution=240×1802026.05 | 6.6 | |
| E2VID+Parameters (Millions)=10.71, Resolution=240×1802026.05 | 5.7 | |
| FireNet+Parameters (Millions)=0.04, Resolution=340×2602026.05 | 3.7 | |
| CISTA-LSTCParameters (Millions)=10.40, Resolution=240×1802026.05 | 2 | |
| FireNet+Parameters (Millions)=0.04, Resolution=240×1802026.05 | 0.6 |