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SotA/Audio/10-shot image generation/FMB Dataset

10-shot image generation on FMB Dataset

Metric: mIoU (higher is better)

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#Model↕mIoU▼Extra DataPaperDate↕Code
1RoadFormer+ (RGB-Infrared)73.1NoRoadFormer+: Delivering RGB-X Scene Parsing thro...2024-07-31-
2SHIFNet (RGB-Infrared)67.8NoUnveiling the Potential of Segment Anything Mode...2025-03-04Code
3StitchFusion+FFMs (RGB-Infrared)64.32NoStitchFusion: Weaving Any Visual Modalities to E...2024-08-02Code
4StitchFusion (RGB-Infrared)63.3NoStitchFusion: Weaving Any Visual Modalities to E...2024-08-02Code
5MMSFormer (RGB-Infrared)61.7NoMMSFormer: Multimodal Transformer for Material a...2023-09-07Code
6MMSFormer (RGB)57.2NoMMSFormer: Multimodal Transformer for Material a...2023-09-07Code
7SegMiF (RGB-Infrared)54.8NoMulti-interactive Feature Learning and a Full-ti...2023-08-04Code
8ReCoNet (RGB-Infrared)50.9NoReCoNet: Real-time Coherent Video Style Transfer...2018-07-03Code
9DIDFuse (RGB-Infrared)50.6NoDIDFuse: Deep Image Decomposition for Infrared a...2020-03-20Code
10SegMiF (RGB)50.5NoMulti-interactive Feature Learning and a Full-ti...2023-08-04Code
11GMNet (RGB-Infrared)49.2NoGMNet: Graph Matching Network for Large Scale Pa...2020-07-17-
12TarDAL (RGB-Infrared)48.1NoTarget-aware Dual Adversarial Learning and a Mul...2022-03-30Code
13EGFNet (RGB-Infrared)47.3No--Code
14FEANet (RGB-Infrared)46.8NoFEANet: Feature-Enhanced Attention Network for R...2021-10-18Code