Generic Segmentation on COCO
57.8PQMask2Former (L)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Mask2Former (L)Task Category=Segmentation, Training Data=COCO (0.12M)2023.04 | 57.8 | 48.6 | 67.4 | |
| SEEM (L)Task Category=Generalist, Training Data=COCO+LVIS (0.12M), Backbone=DaViT-d5 (L)2023.04 | 57.5 | 47.7 | 67.6 | |
| X-Decoder (L)Task Category=Generalist, Training Data=COCO (0.12M)2023.04 | 56.9 | 46.7 | 67.5 | |
| Mask2Former (B)Task Category=Segmentation, Training Data=COCO (0.12M)2023.04 | 56.4 | 46.3 | 67.1 | |
| X-Decoder (B)Task Category=Generalist, Training Data=COCO (0.12M)2023.04 | 56.2 | 45.8 | 66 | |
| SEEM (B)Task Category=Generalist, Training Data=COCO+LVIS (0.12M), Backbone=DaViT-d3 (B)2023.04 | 56.1 | 46.4 | 66.3 | |
| Pano/SegFormer (B)Task Category=Segmentation, Training Data=COCO (0.12M)2023.04 | 55.4 | — | — | |
| Mask2Former (T)Task Category=Segmentation, Training Data=COCO (0.12M)2023.04 | 53.2 | 43.3 | 63.2 | |
| X-Decoder (T)Task Category=Generalist, Training Data=COCO (0.12M)2023.04 | 52.6 | 41.3 | 62.4 | |
| SEEM (T)Task Category=Generalist, Training Data=COCO+LVIS (0.12M), Backbone=FocalT2023.04 | 50.8 | 39.7 | 62.2 | |
| UVIM (L)Task Category=Generalist, Training Data=COCO (0.12M)2023.04 | 45.8 | — | — | |
| Painter (L)Task Category=Generalist, Training Data=COCO+ADE+NYUv2 (0.16M)2023.04 | 43.4 | — | — | |
| Pix2Seq v2 (B)Task Category=Generalist, Training Data=COCO (0.12M)2023.04 | 38.2 | — | — | |
| SegGPT (L)Task Category=Generalist, Training Data=COCO+ADE+NYUv2 (0.16M)2023.04 | 34.4 | — | — |