Video Reconstruction 벤치마크
Video Reconstruction on MVSEC
Mean Squared Error 낮을수록 좋음
- 2019-06-15 — E2VID: Mean Squared Error 0.225
- 2020-03-20 — E2VID+: Mean Squared Error 0.132
- 2021-01-01 — ET-Net: Mean Squared Error 0.107
- 2023-05-10 — HyperE2VID: Mean Squared Error 0.076
| Rank | Model | Mean Squared Error | LPIPS | Paper | Code | Year |
|---|---|---|---|---|---|---|
| 1 | HyperE2VID | 0.076 | 0.476 | HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks | ercanburak/HyperE2VID | 2023 |
| 2 | ET-Net | 0.107 | 0.489 | Event-Based Video Reconstruction Using Transformer | warranweng/et-net | 2021 |
| 3 | E2VID+ | 0.132 | 0.514 | Reducing the Sim-to-Real Gap for Event Cameras | TimoStoff/event_cnn_minimal | 2020 |
| 4 | E2VID | 0.225 | 0.644 | High Speed and High Dynamic Range Video with an Event Camera | uzh-rpg/rpg_e2vid | 2019 |
| 5 | HyperE2VID | 0.076 | 0.476 | HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks | ercanburak/HyperE2VID | 2023 |
| 6 | ET-Net | 0.107 | 0.489 | Event-Based Video Reconstruction Using Transformer | warranweng/et-net | 2021 |
| 7 | E2VID+ | 0.132 | 0.514 | Reducing the Sim-to-Real Gap for Event Cameras | TimoStoff/event_cnn_minimal | 2020 |
| 8 | E2VID | 0.225 | 0.644 | High Speed and High Dynamic Range Video with an Event Camera | uzh-rpg/rpg_e2vid | 2019 |