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Models/ReCo+

ReCo+

Reported on 18 benchmarks across 3 tasks · 1 paper · 16 SOTA

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

Medical6 results

Semantic SegmentationonCityscapes val
pixel accuracy· 2022-06-14
83.7
SOTA
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045
Semantic SegmentationonKITTI-STEP
mIoU· 2022-06-14
31.9
SOTA
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045
Semantic SegmentationonKITTI-STEP
pixel accuracy· 2022-06-14
75.3
SOTA
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045
Semantic SegmentationonCOCO-Stuff-27
mIoU· 2022-06-14
32.6
best: 43.6 (DiffSeg (512))
SOTA
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045
Semantic SegmentationonCOCO-Stuff-27
pixel accuracy· 2022-06-14
54.1
SOTA
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045
Semantic SegmentationonCityscapes val
mIoU· 2022-06-14
24.2
best: 90.3 (EfficientPS (Cityscapes-fine))
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045

Computer Vision6 results

Unsupervised Semantic SegmentationonCityscapes val
mIoU· 2022-06-14
24.2
best: 51.1 (CorrCLIP)
SOTA
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045
Unsupervised Semantic SegmentationonCityscapes val
pixel accuracy· 2022-06-14
83.7
SOTA
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045
Unsupervised Semantic SegmentationonKITTI-STEP
mIoU· 2022-06-14
31.9
SOTA
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045
Unsupervised Semantic SegmentationonKITTI-STEP
pixel accuracy· 2022-06-14
75.3
SOTA
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045
Unsupervised Semantic SegmentationonCOCO-Stuff-27
mIoU· 2022-06-14
32.6
SOTA
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045
Unsupervised Semantic SegmentationonCOCO-Stuff-27
pixel accuracy· 2022-06-14
54.1
SOTA
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045

Audio6 results

10-shot image generationonCityscapes val
pixel accuracy· 2022-06-14
83.7
SOTA
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045
10-shot image generationonKITTI-STEP
mIoU· 2022-06-14
31.9
SOTA
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045
10-shot image generationonKITTI-STEP
pixel accuracy· 2022-06-14
75.3
SOTA
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045
10-shot image generationonCOCO-Stuff-27
mIoU· 2022-06-14
32.6
best: 43.6 (DiffSeg (512))
SOTA
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045
10-shot image generationonCOCO-Stuff-27
pixel accuracy· 2022-06-14
54.1
SOTA
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045
10-shot image generationonCityscapes val
mIoU· 2022-06-14
24.2
best: 90.3 (EfficientPS (Cityscapes-fine))
ReCo: Retrieve and Co-segment for Zero-shot Transfer arXiv:2206.07045