Instance Shadow Detection 벤치마크
Instance Shadow Detection on SOBA
mask SOAP
- 2019-11-16 — LISA (CVPR 2020): mask SOAP 23.5
- 2021-06-19 — SSIS (CVPR 2021): mask SOAP 29.9
- 2022-07-11 — SSISv2 (TPAMI 2023): mask SOAP 35.3
| Rank | Model | mask SOAP | Bounding Box SOAP | Asso. AP_segm | Asso. AP_bbox | Instance AP_segm | Instance AP_bbox | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | SSISv2 (TPAMI 2023) | 35.3 | 29.0 | 59.2 | 63.0 | 50.2 | 44.4 | Instance Shadow Detection with A Single-Stage Detector | stevewongv/InstanceShadowDetection · stevewongv/SSIS | 2022 |
| 2 | SSIS (CVPR 2021) | 29.9 | 26.8 | 52.3 | 59.2 | 43.5 | 41.5 | Single-Stage Instance Shadow Detection with Bidirectional Relation Learning | stevewongv/SSIS | 2021 |
| 3 | LISA (CVPR 2020) | 23.5 | 21.9 | 42.7 | 50.4 | 39.7 | 38.2 | Instance Shadow Detection | stevewongv/InstanceShadowDetection · gmlee329/InstanceShadowDetection · BalajSaleem/InstanceShadowDetection | 2019 |