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SotA/Computer Vision/Zero Shot Segmentation/Segmentation in the Wild

Zero Shot Segmentation on Segmentation in the Wild

Metric: Mean AP (higher is better)

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#Model↕Mean AP▼Extra DataPaperDate↕Code
1Grounded HQ-SAM49.6NoSegment Anything in High Quality2023-06-02Code
2Grounded-SAM46NoGrounding DINO: Marrying DINO with Grounded Pre-...2023-03-09Code
3UNINEXT42.1NoUniversal Instance Perception as Object Discover...2023-03-12Code
4HIPIE41.6NoHierarchical Open-vocabulary Universal Image Seg...2023-07-03Code
5SAN41.4NoSide Adapter Network for Open-Vocabulary Semanti...2023-02-23Code
6odise38.7NoOpen-Vocabulary Panoptic Segmentation with Text-...2023-03-08Code
7OpenSEED36.1NoA Simple Framework for Open-Vocabulary Segmentat...2023-03-14Code
8OpenSD35.8NoOpenSD: Unified Open-Vocabulary Segmentation and...2023-12-10-
9SGinW_Team (X-Decoder-L)32.2NoGeneralized Decoding for Pixel, Image, and Langu...2022-12-21Code
10SGinW_Team (X-Decoder-B)27.7NoGeneralized Decoding for Pixel, Image, and Langu...2022-12-21Code
11SGinW_Team (X-Decoder-L-IN21K)26.6NoGeneralized Decoding for Pixel, Image, and Langu...2022-12-21Code
12SGinW_Team (X-Decoder-T)22.6NoGeneralized Decoding for Pixel, Image, and Langu...2022-12-21Code