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SotA/Computer Vision/Instance Segmentation/RefCOCO testB

Instance Segmentation on RefCOCO testB

Metric: Overall IoU (higher is better)

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#Model↕Overall IoU▼Extra DataPaperDate↕Code
1HyperSeg83.4YesHyperSeg: Towards Universal Visual Segmentation ...2024-11-26Code
2DeRIS-L82.87NoDeRIS: Decoupling Perception and Cognition for E...2025-07-02Code
3MLCD-Seg-7B81.5YesMulti-label Cluster Discrimination for Visual Re...2024-07-24Code
4EVF-SAM80.2YesEVF-SAM: Early Vision-Language Fusion for Text-P...2024-06-28Code
5DETRIS79NoDensely Connected Parameter-Efficient Tuning for...2025-01-15Code
6C3VG77.86NoMulti-task Visual Grounding with Coarse-to-Fine ...2025-01-12Code
7MaskRIS (Swin-B, combined DB)75.1NoMaskRIS: Semantic Distortion-aware Data Augmenta...2024-11-28Code
8MaskRIS (Swin-B)73.96NoMaskRIS: Semantic Distortion-aware Data Augmenta...2024-11-28Code
9EVP72.94NoEVP: Enhanced Visual Perception using Inverse Mu...2023-12-13Code
10MagNet71.05NoMask Grounding for Referring Image Segmentation2023-12-19Code
11SafaRi70.71NoSafaRi:Adaptive Sequence Transformer for Weakly ...2024-07-02-
12SeqTR64.12NoSeqTR: A Simple yet Universal Network for Visual...2022-03-30Code