Instance Segmentation on LVIS 1.0 (val)
45.9AP (Mask)Gen-n-Val
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Gen-n-ValBase Detector=CenterNet22025.06 | 45.9 | — | 48.3 | |
| DiverGenBackbone=Swin-L2024.05 | 45.5 | — | 45.8 | |
| DiverGenBase Detector=CenterNet22025.06 | 45.5 | — | 45.8 | |
| CenterNet2 w/ X-Paste + Copy-PasteBackbone=Swin-L2022.12 | 45.4 | 43.8 | — | |
| CenterNet2 w/ X-PasteBackbone=Swin-L2022.12 | 44.4 | 43.3 | — | |
| X-PasteBackbone=Swin-L2024.05 | 44.4 | — | 43.3 | |
| XPasteBase Detector=CenterNet22025.06 | 44.4 | — | 43.3 | |
| CenterNet2 w/ Copy-PasteBackbone=Swin-L2022.12 | 43.7 | 38.5 | — | |
| CenterNet2Backbone=Swin-L2022.12 | 42.3 | 36.8 | — | |
| CenterNet2Backbone=Swin-L2024.05 | 42.3 | — | 36.8 | |
| CenterNet2Base Detector=CenterNet22025.06 | 42.3 | — | 36.8 | |
| DECOLA labelsbackbone=Swin-B2023.11 | 42 | 35.3 | — | |
| DeticBackbone=Swin-B2022.12 | 41.7 | 41.7 | — | |
| DeticBackbone=Swin-B2024.05 | 41.7 | — | 41.7 | |
| Tan et al.Backbone=ResNeSt-2692022.12 | 41.5 | 30 | — | |
| Tan et al.Backbone=ResNeSt-2692024.05 | 41.5 | — | 30 | |
| Deticbackbone=Swin-B2023.11 | 40.7 | 33.8 | — | |
| CoDetbackbone=Swin-B2023.11 | 39.2 | 29.4 | — | |
| Detic-basebackbone=Swin-B2023.11 | 38.4 | 21.9 | — | |
| Copy-PasteBackbone=EfficientNet-B72022.12 | 38.1 | 32.1 | — | |
| Copy-PasteBackbone=EfficientNet-B72024.05 | 38.1 | — | 32.1 | |
| CFM-ViTbackbone=ViT-L/162023.11 | 36.6 | 33.9 | — | |
| F-VLMbackbone=R50x642023.11 | 34.9 | 32.8 | — | |
| DITObackbone=ViT-B/162023.11 | 34 | 32.5 | — | |
| RegionCLIPbackbone=R50x42023.11 | 32.3 | 22 | — | |
| CondHeadbackbone=R50x42023.11 | 32 | 24.4 | — | |
| Gen-n-ValBase Detector=Mask R-CNN2025.06 | 25.6 | — | 17.2 | |
| Gen2DetBase Detector=Mask R-CNN2025.06 | 23.6 | — | 15.3 | |
| MosaicFusionBase Detector=Mask R-CNN2025.06 | 23.1 | — | 15.2 | |
| Mask R-CNNBase Detector=Mask R-CNN2025.06 | 21.7 | — | 9.6 | |
| Gen-n-ValBase Detector=YOLO11m2025.06 | 14.5 | — | 10.1 | |
| Copy-PasteBase Detector=YOLO11m2025.06 | 10.4 | — | 6.7 | |
| YOLO11mBase Detector=YOLO11m2025.06 | 10.3 | — | 6.5 |