CLIM (RN50x64)

Reported on 6 benchmarks across 6 tasks · 1 paper

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

Methodology4 results

3DonLVIS v1.0
AP novel-LVIS base training· 2023-12-18
32.3
best: 43.4 (LaMI-DETR)
CLIM: Contrastive Language-Image Mosaic for Region Representation arXiv:2312.11376
2D ClassificationonLVIS v1.0
AP novel-LVIS base training· 2023-12-18
32.3
best: 43.4 (LaMI-DETR)
CLIM: Contrastive Language-Image Mosaic for Region Representation arXiv:2312.11376
2D Object DetectiononLVIS v1.0
AP novel-LVIS base training· 2023-12-18
32.3
best: 43.4 (LaMI-DETR)
CLIM: Contrastive Language-Image Mosaic for Region Representation arXiv:2312.11376
16konLVIS v1.0
AP novel-LVIS base training· 2023-12-18
32.3
best: 43.4 (LaMI-DETR)
CLIM: Contrastive Language-Image Mosaic for Region Representation arXiv:2312.11376

Computer Vision2 results

Object DetectiononLVIS v1.0
AP novel-LVIS base training· 2023-12-18
32.3
best: 43.4 (LaMI-DETR)
CLIM: Contrastive Language-Image Mosaic for Region Representation arXiv:2312.11376
Open Vocabulary Object DetectiononLVIS v1.0
AP novel-LVIS base training· 2023-12-18
32.3
best: 43.4 (LaMI-DETR)
CLIM: Contrastive Language-Image Mosaic for Region Representation arXiv:2312.11376