CAFuser (Swin-T)

Reported on 5 benchmarks across 3 tasks · 1 paper · 5 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical2 results

Semantic SegmentationonMUSES: MUlti-SEnsor Semantic perception dataset
mIoU· 2024-10-14
78.2
SOTA
CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving Scenes arXiv:2410.10791
Semantic SegmentationonMUSES: MUlti-SEnsor Semantic perception dataset
PQ· 2024-10-14
59.7
SOTA
CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving Scenes arXiv:2410.10791

Audio2 results

10-shot image generationonMUSES: MUlti-SEnsor Semantic perception dataset
mIoU· 2024-10-14
78.2
SOTA
CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving Scenes arXiv:2410.10791
10-shot image generationonMUSES: MUlti-SEnsor Semantic perception dataset
PQ· 2024-10-14
59.7
SOTA
CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving Scenes arXiv:2410.10791

Computer Vision1 result

Panoptic SegmentationonMUSES: MUlti-SEnsor Semantic perception dataset
PQ· 2024-10-14
59.7
SOTA
CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving Scenes arXiv:2410.10791