Instance Segmentation on COCO-C
78.86mIoU (Brit)Supervised
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SupervisedPrompt type=bounding box2023.12 | 78.86 | 74.81 | 72.04 | 74.32 | 78.01 | 77.14 | 73.43 | 72.12 | 74.08 | 75.3 | 71.39 | 75.15 | 74.25 | 76.34 | 68.04 | 74.35 | |
| WeSAMPrompt type=bounding box2023.12 | 78.5 | 61.05 | 66.99 | 73.93 | 77.09 | 76.1 | 72.02 | 68.21 | 71.29 | 72.77 | 66.33 | 70.9 | 70.28 | 75.07 | 65.33 | 71.05 | |
| TRIBEPrompt type=bounding box2023.12 | 76.4 | 60.86 | 66.19 | 72.72 | 75.08 | 75.14 | 70.34 | 66.66 | 70.83 | 72.42 | 65.94 | 70.24 | 70.66 | 74.22 | 64.56 | 70.15 | |
| WDASSPrompt type=bounding box2023.12 | 76.21 | 60.57 | 67.07 | 72.34 | 75.97 | 74.63 | 69.84 | 67.88 | 69.92 | 71.36 | 66.25 | 71.99 | 70.32 | 72.25 | 63.61 | 70.01 | |
| TENTPrompt type=bounding box2023.12 | 76.02 | 61.51 | 67.48 | 70.88 | 74.89 | 73.88 | 69.01 | 67.1 | 69.28 | 70.25 | 65.45 | 70.81 | 69.96 | 72.37 | 62.59 | 69.43 | |
| Soft TeacherPrompt type=bounding box2023.12 | 73.9 | 62.12 | 65.41 | 71.32 | 72.16 | 73.27 | 68.84 | 67.49 | 68.73 | 70.18 | 66.88 | 69.79 | 70.08 | 73.33 | 64.88 | 69.23 | |
| SHOTPrompt type=bounding box2023.12 | 73.84 | 59.09 | 65.91 | 69.57 | 73.98 | 72.51 | 68.3 | 66.09 | 68.61 | 69.45 | 64.56 | 70.48 | 68.77 | 71.03 | 60.17 | 68.16 | |
| DirectPrompt type=bounding box2023.12 | 72.83 | 57.34 | 64.47 | 69.36 | 72.39 | 70.5 | 67.2 | 64.43 | 67.65 | 68.23 | 62.72 | 68.6 | 67.44 | 69.02 | 58.8 | 66.73 | |
| DePTPrompt type=bounding box2023.12 | 69.15 | 57.26 | 59.08 | 66.8 | 58.73 | 66.75 | 66.78 | 62.74 | 65.65 | 66.39 | 61.66 | 66.65 | 67.57 | 66.62 | 58.21 | 64.42 |