DAVIS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Video Object Segmentation | DAVIS 2017 (val) | J mean86 | 1,130 | |
| Video Object Segmentation | DAVIS 2016 (val) | J Mean91.8 | 564 | |
| Video Object Segmentation | DAVIS 2017 (test-dev) | Region J Mean80.3 | 237 | |
| Interactive Segmentation | DAVIS | NoC@903.8 | 197 | |
| Referring Video Object Segmentation | Ref-DAVIS 17 | J&F Score74.3 | 131 | |
| Unsupervised Video Object Segmentation | DAVIS 2016 (val) | F Mean89.6 | 108 | |
| Video Object Segmentation | DAVIS 2017 (test) | J (Jaccard Index)82.9 | 107 | |
| Video Denoising | DAVIS | PSNR40.82 | 79 | |
| Video Denoising | DAVIS 2017 (test) | PSNR40.91 | 60 | |
| Video Object Segmentation | DAVIS | J Mean85.7 | 58 | |
| Video Inpainting | DAVIS (test) | PSNR38.2 | 54 | |
| Video Denoising | DAVIS 2017 | PSNR41.11 | 51 | |
| Unsupervised Video Object Segmentation | DAVIS 2016 (test) | J Mean83.4 | 50 | |
| Video Object Segmentation | DAVIS 2016 | J-Measure85.5 | 44 | |
| Video Object Segmentation | Davis 2017 | Jaccard Index (J)84 | 42 | |
| Point Tracking | DAVIS TAP-Vid | Average Jaccard (AJ)69.4 | 41 | |
| Video Salient Object Detection | DAVIS 16 (val) | MAE0.018 | 39 | |
| Point Tracking | DAVIS | AJ7.7 | 38 | |
| Video Denoising | DAVIS (test) | PSNR38.85 | 37 | |
| Salient Object Detection | DAVIS S | F_beta95.9 | 36 | |
| Video Frame Interpolation | DAVIS | PSNR28.09 | 33 | |
| Semi-supervised Video Object Segmentation | DAVIS 2017 (val) | J&F Score90.7 | 31 | |
| Video Object Segmentation | DAVIS 2016 (test) | mIoU86.6 | 29 | |
| One-shot Video Object Segmentation | DAVIS 2016 (val) | J Mean91.1 | 28 | |
| Video Object Segmentation | DAVIS (val) | Mean J & F Score61.1 | 28 |
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