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Models/RALF

RALF

Reported on 12 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.

Methodology8 results

3DonLVIS v1.0
AP novel-LVIS base training· uses extra data· 2024-04-08
21.9
best: 43.4 (LaMI-DETR)
Retrieval-Augmented Open-Vocabulary Object Detection arXiv:2404.05687
3DonMSCOCO
AP 0.5· 2024-04-08
41.3
best: 50.3 (Cooperative Foundational Models)
Retrieval-Augmented Open-Vocabulary Object Detection arXiv:2404.05687
2D ClassificationonLVIS v1.0
AP novel-LVIS base training· uses extra data· 2024-04-08
21.9
best: 43.4 (LaMI-DETR)
Retrieval-Augmented Open-Vocabulary Object Detection arXiv:2404.05687
2D ClassificationonMSCOCO
AP 0.5· 2024-04-08
41.3
best: 50.3 (Cooperative Foundational Models)
Retrieval-Augmented Open-Vocabulary Object Detection arXiv:2404.05687
2D Object DetectiononLVIS v1.0
AP novel-LVIS base training· uses extra data· 2024-04-08
21.9
best: 43.4 (LaMI-DETR)
Retrieval-Augmented Open-Vocabulary Object Detection arXiv:2404.05687
2D Object DetectiononMSCOCO
AP 0.5· 2024-04-08
41.3
best: 50.3 (Cooperative Foundational Models)
Retrieval-Augmented Open-Vocabulary Object Detection arXiv:2404.05687
16konLVIS v1.0
AP novel-LVIS base training· uses extra data· 2024-04-08
21.9
best: 43.4 (LaMI-DETR)
Retrieval-Augmented Open-Vocabulary Object Detection arXiv:2404.05687
16konMSCOCO
AP 0.5· 2024-04-08
41.3
best: 50.3 (Cooperative Foundational Models)
Retrieval-Augmented Open-Vocabulary Object Detection arXiv:2404.05687

Computer Vision4 results

Object DetectiononLVIS v1.0
AP novel-LVIS base training· uses extra data· 2024-04-08
21.9
best: 43.4 (LaMI-DETR)
Retrieval-Augmented Open-Vocabulary Object Detection arXiv:2404.05687
Object DetectiononMSCOCO
AP 0.5· 2024-04-08
41.3
best: 50.3 (Cooperative Foundational Models)
Retrieval-Augmented Open-Vocabulary Object Detection arXiv:2404.05687
Open Vocabulary Object DetectiononLVIS v1.0
AP novel-LVIS base training· uses extra data· 2024-04-08
21.9
best: 43.4 (LaMI-DETR)
Retrieval-Augmented Open-Vocabulary Object Detection arXiv:2404.05687
Open Vocabulary Object DetectiononMSCOCO
AP 0.5· 2024-04-08
41.3
best: 50.3 (Cooperative Foundational Models)
Retrieval-Augmented Open-Vocabulary Object Detection arXiv:2404.05687