YouTube-VOS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Video Object Segmentation | YouTube-VOS 2018 (val) | J Score (Seen)86.1 | 493 | |
| Referring Video Object Segmentation | Ref-YouTube-VOS (val) | J&F Score74.2 | 244 | |
| Video Object Segmentation | YouTube-VOS 2019 (val) | J-Score (Seen)89.3 | 231 | |
| Referring Video Segmentation | Ref-YouTube-VOS | J&F Score73.9 | 108 | |
| Referring Video Object Segmentation | Ref-YouTube-VOS | J&F69.2 | 85 | |
| Video Object Segmentation | YouTube-VOS (val) | J Score (Seen)79.7 | 81 | |
| Video Object Segmentation | YouTube-VOS 2018 | Score G92.4 | 47 | |
| Referring Video Object Segmentation | Ref-Youtube-VOS v1.0 (test) | J&F Score61.3 | 33 | |
| Referring Video Object Segmentation | Refer-Youtube-VOS | J&F Score65.7 | 18 | |
| Referring Video Object Segmentation | Ref-YouTube-VOS (test) | J&F Score68.4 | 18 | |
| Video Inpainting | Youtube-vos | PSNR31.291 | 15 | |
| Video Inpainting | Youtube-VOS square mask (test) | PSNR35.36 | 14 | |
| Video Inpainting | YouTube-VOS 720P 2018 (test) | PSNR31.9534 | 14 | |
| Video Object Segmentation | YouTube-VOS S | J & F-Mean74.1 | 12 | |
| Low-Light Video Enhancement | YouTube-VOS (test) | PSNR25.75 | 12 | |
| offline video inpainting | YouTube-VOS (test) | PSNR34.23 | 10 | |
| Video Inpainting | YouTube-VOS 2018 (test) | PSNR34.43 | 10 | |
| Video Completion | YouTube-VOS | Ewarp0.0875 | 8 | |
| Video Object Segmentation | YouTube-VOS 2019 (test) | Average Score82.9 | 8 | |
| Video Object Segmentation | YouTube-VOS official (val) | G overall66 | 8 | |
| One-shot Video Object Segmentation | YouTube-VOS one-shot (val) | J Score (Seen)66.7 | 6 | |
| Video Restoration | YTVI YouTube-VOS 2018 (test) | PSNR31.7 | 5 | |
| Mask Prediction | Youtube-vos | BCE Loss1.148 | 5 | |
| Video Object Segmentation | YouTube-VOS 1st Challenge 2018 (test) | Overall Score72.2 | 5 | |
| Video Recovery | YouTube-VOS | PSNR28.21 | 4 |
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