| Strong but simple: A Baseline for Domain Generalized Dense Perception by CLIP-based Transfer Learning | ✓ Link | 72.5 | VLTSeg | 2023-12-04 |
| SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusion Networks | ✓ Link | 67.42 | SERNet-Former_v2 | 2024-01-28 |
| DSNet: A Novel Way to Use Atrous Convolutions in Semantic Segmentation | ✓ Link | 64.6 | DSNet-Base | 2024-06-06 |
| Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation | ✓ Link | 63.6 | Deeplabv3+ | 2018-02-07 |
| Dual Attention Network for Scene Segmentation | ✓ Link | 62.8 | DANet | 2018-09-09 |
| Pyramid Scene Parsing Network | ✓ Link | 62.3 | PSPNet | 2016-12-04 |
| Expectation-Maximization Attention Networks for Semantic Segmentation | ✓ Link | 61.4 | EMANet | 2019-07-31 |
| Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation | ✓ Link | 60.1 | OCRNet | 2019-09-24 |
| What's There in the Dark | ✓ Link | 53.52 | NiseNet | 2019-09-24 |
| MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation | ✓ Link | 39.55 | MRFP+(Ours) Resnet50 | 2023-11-30 |
| MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation | ✓ Link | 31.44 | Resnet50 | 2023-11-30 |
| BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation | ✓ Link | 53.8(45.1fps) | BiSeNet-V1(ResNet-18) | 2018-08-02 |
| ICNet for Real-Time Semantic Segmentation on High-Resolution Images | ✓ Link | 52.4(39.5fps) | ICNet | 2017-04-27 |
| Fast and Accurate Scene Parsing via Bi-direction Alignment Networks | ✓ Link | 53.4(42.1fps) | Bi-Align | 2021-05-25 |
| Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search | ✓ Link | 42.5(82.3fps) | DF1-Seg | 2019-03-09 |
| Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search | ✓ Link | 47.8(53.4fps) | DF2-Seg | 2019-03-09 |
| Rethinking BiSeNet For Real-time Semantic Segmentation | ✓ Link | 52.1(45.8FPS) | STDC1 | 2021-04-27 |
| Rethinking BiSeNet For Real-time Semantic Segmentation | ✓ Link | 53.8(33.0FPS) | STDC2 | 2021-04-27 |
| Semantic Flow for Fast and Accurate Scene Parsing | ✓ Link | 60.2(208FPS 4090) | SFNet(DF2) | 2020-02-24 |
| Semantic Flow for Fast and Accurate Scene Parsing | ✓ Link | 55.4(70.3fps) | SFNet(DF1) | 2020-02-24 |
| Semantic Flow for Fast and Accurate Scene Parsing | ✓ Link | 60.6(132.5FPS 4090) | SFNet(ResNet-18) | 2020-02-24 |
| SFNet: Faster, Accurate, and Domain Agnostic Semantic Segmentation via Semantic Flow | ✓ Link | 60.6(161.3FPS 4090) | SFNet-Lite(ResNet-18) | 2022-07-10 |
| SFNet: Faster, Accurate, and Domain Agnostic Semantic Segmentation via Semantic Flow | ✓ Link | 60.6(194.5FPS 4090) | SFNet-Lite(STDC2) | 2022-07-10 |
| DSNet: A Novel Way to Use Atrous Convolutions in Semantic Segmentation | ✓ Link | 62.6(172.2FPS 4090) | DSNet-head64 | 2024-06-06 |