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Models/ProMaC

ProMaC

Reported on 84 benchmarks across 7 tasks · 1 paper · 77 SOTA

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

Methodology48 results

3DonCAMO
E_{\phi}· 2024-08-27
0.846
best: 0.848 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
3DonCAMO
F_{\beta}· 2024-08-27
0.725
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
3DonCAMO
S_{\alpha}· 2024-08-27
0.767
best: 0.796 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
3DonCOD10K
E_{\phi}· 2024-08-27
0.876
best: 0.877 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
3DonCOD10K
F_{\beta}· 2024-08-27
0.716
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
3DonCOD10K
MAE· 2024-08-27
0.042
best: 0.038 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
3DonCOD10K
S_{\alpha}· 2024-08-27
0.805
best: 0.825 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
3DonChameleon
E_{\phi}· 2024-08-27
0.899
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
3DonChameleon
F_{\beta}· 2024-08-27
0.79
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
3DonChameleon
MAE· 2024-08-27
0.044
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
3DonChameleon
S_{\alpha}· 2024-08-27
0.833
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D ClassificationonCAMO
E_{\phi}· 2024-08-27
0.846
best: 0.848 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D ClassificationonCAMO
F_{\beta}· 2024-08-27
0.725
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D ClassificationonCAMO
S_{\alpha}· 2024-08-27
0.767
best: 0.796 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D ClassificationonCOD10K
E_{\phi}· 2024-08-27
0.876
best: 0.877 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D ClassificationonCOD10K
F_{\beta}· 2024-08-27
0.716
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D ClassificationonCOD10K
MAE· 2024-08-27
0.042
best: 0.038 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D ClassificationonCOD10K
S_{\alpha}· 2024-08-27
0.805
best: 0.825 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D ClassificationonChameleon
E_{\phi}· 2024-08-27
0.899
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D ClassificationonChameleon
F_{\beta}· 2024-08-27
0.79
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D ClassificationonChameleon
MAE· 2024-08-27
0.044
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D ClassificationonChameleon
S_{\alpha}· 2024-08-27
0.833
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D Object DetectiononCAMO
E_{\phi}· 2024-08-27
0.846
best: 0.848 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D Object DetectiononCAMO
F_{\beta}· 2024-08-27
0.725
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D Object DetectiononCAMO
S_{\alpha}· 2024-08-27
0.767
best: 0.796 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D Object DetectiononCOD10K
E_{\phi}· 2024-08-27
0.876
best: 0.877 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D Object DetectiononCOD10K
F_{\beta}· 2024-08-27
0.716
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D Object DetectiononCOD10K
MAE· 2024-08-27
0.042
best: 0.038 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D Object DetectiononCOD10K
S_{\alpha}· 2024-08-27
0.805
best: 0.825 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D Object DetectiononChameleon
E_{\phi}· 2024-08-27
0.899
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D Object DetectiononChameleon
F_{\beta}· 2024-08-27
0.79
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D Object DetectiononChameleon
MAE· 2024-08-27
0.044
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D Object DetectiononChameleon
S_{\alpha}· 2024-08-27
0.833
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
16konCAMO
E_{\phi}· 2024-08-27
0.846
best: 0.848 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
16konCAMO
F_{\beta}· 2024-08-27
0.725
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
16konCAMO
S_{\alpha}· 2024-08-27
0.767
best: 0.796 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
16konCOD10K
E_{\phi}· 2024-08-27
0.876
best: 0.877 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
16konCOD10K
F_{\beta}· 2024-08-27
0.716
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
16konCOD10K
MAE· 2024-08-27
0.042
best: 0.038 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
16konCOD10K
S_{\alpha}· 2024-08-27
0.805
best: 0.825 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
16konChameleon
E_{\phi}· 2024-08-27
0.899
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
16konChameleon
F_{\beta}· 2024-08-27
0.79
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
16konChameleon
MAE· 2024-08-27
0.044
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
16konChameleon
S_{\alpha}· 2024-08-27
0.833
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
3DonCAMO
MAE· 2024-08-27
0.09
best: 0.025 (FOCUS)
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D ClassificationonCAMO
MAE· 2024-08-27
0.09
best: 0.025 (FOCUS)
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
2D Object DetectiononCAMO
MAE· 2024-08-27
0.09
best: 0.025 (FOCUS)
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
16konCAMO
MAE· 2024-08-27
0.09
best: 0.025 (FOCUS)
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205

Computer Vision36 results

Object DetectiononCAMO
E_{\phi}· 2024-08-27
0.846
best: 0.848 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object DetectiononCAMO
F_{\beta}· 2024-08-27
0.725
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object DetectiononCAMO
S_{\alpha}· 2024-08-27
0.767
best: 0.796 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object DetectiononCOD10K
E_{\phi}· 2024-08-27
0.876
best: 0.877 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object DetectiononCOD10K
F_{\beta}· 2024-08-27
0.716
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object DetectiononCOD10K
MAE· 2024-08-27
0.042
best: 0.038 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object DetectiononCOD10K
S_{\alpha}· 2024-08-27
0.805
best: 0.825 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object DetectiononChameleon
E_{\phi}· 2024-08-27
0.899
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object DetectiononChameleon
F_{\beta}· 2024-08-27
0.79
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object DetectiononChameleon
MAE· 2024-08-27
0.044
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object DetectiononChameleon
S_{\alpha}· 2024-08-27
0.833
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Camouflaged Object SegmentationonCAMO
E_{\phi}· 2024-08-27
0.846
best: 0.848 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Camouflaged Object SegmentationonCAMO
F_{\beta}· 2024-08-27
0.725
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Camouflaged Object SegmentationonCAMO
S_{\alpha}· 2024-08-27
0.767
best: 0.796 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Camouflaged Object SegmentationonCOD10K
E_{\phi}· 2024-08-27
0.876
best: 0.877 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Camouflaged Object SegmentationonCOD10K
F_{\beta}· 2024-08-27
0.716
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Camouflaged Object SegmentationonCOD10K
MAE· 2024-08-27
0.042
best: 0.038 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Camouflaged Object SegmentationonCOD10K
S_{\alpha}· 2024-08-27
0.805
best: 0.825 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Camouflaged Object SegmentationonChameleon
E_{\phi}· 2024-08-27
0.899
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Camouflaged Object SegmentationonChameleon
F_{\beta}· 2024-08-27
0.79
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Camouflaged Object SegmentationonChameleon
MAE· 2024-08-27
0.044
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Camouflaged Object SegmentationonChameleon
S_{\alpha}· 2024-08-27
0.833
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object SegmentationonCAMO
E_{\phi}· 2024-08-27
0.846
best: 0.848 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object SegmentationonCAMO
F_{\beta}· 2024-08-27
0.725
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object SegmentationonCAMO
S_{\alpha}· 2024-08-27
0.767
best: 0.796 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object SegmentationonCOD10K
E_{\phi}· 2024-08-27
0.876
best: 0.877 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object SegmentationonCOD10K
F_{\beta}· 2024-08-27
0.716
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object SegmentationonCOD10K
MAE· 2024-08-27
0.042
best: 0.038 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object SegmentationonCOD10K
S_{\alpha}· 2024-08-27
0.805
best: 0.825 (RDVP-MSD)
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object SegmentationonChameleon
E_{\phi}· 2024-08-27
0.899
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object SegmentationonChameleon
F_{\beta}· 2024-08-27
0.79
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object SegmentationonChameleon
MAE· 2024-08-27
0.044
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object SegmentationonChameleon
S_{\alpha}· 2024-08-27
0.833
SOTA
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object DetectiononCAMO
MAE· 2024-08-27
0.09
best: 0.025 (FOCUS)
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Camouflaged Object SegmentationonCAMO
MAE· 2024-08-27
0.09
best: 0.025 (FOCUS)
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205
Object SegmentationonCAMO
MAE· 2024-08-27
0.09
best: 0.025 (FOCUS)
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation arXiv:2408.15205