Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/Grounding DINO

Grounding DINO

Reported on 20 benchmarks across 5 tasks · 1 paper · 10 SOTA

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

Methodology16 results

3DonODinW Full-Shot 13 Tasks
AP· 2023-03-09
70.9
best: 73.1 (CP-DETR-L(only optimize prompt))
SOTA
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
3DonODinW
Average Score· uses extra data· 2023-03-09
26.1
best: 32.2 (CP-DETR-L Swin-L)
SOTA
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
2D ClassificationonODinW Full-Shot 13 Tasks
AP· 2023-03-09
70.9
best: 73.1 (CP-DETR-L(only optimize prompt))
SOTA
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
2D ClassificationonODinW
Average Score· uses extra data· 2023-03-09
26.1
best: 32.2 (CP-DETR-L Swin-L)
SOTA
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
2D Object DetectiononODinW Full-Shot 13 Tasks
AP· 2023-03-09
70.9
best: 73.1 (CP-DETR-L(only optimize prompt))
SOTA
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
2D Object DetectiononODinW
Average Score· uses extra data· 2023-03-09
26.1
best: 32.2 (CP-DETR-L Swin-L)
SOTA
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
16konODinW Full-Shot 13 Tasks
AP· 2023-03-09
70.9
best: 73.1 (CP-DETR-L(only optimize prompt))
SOTA
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
16konODinW
Average Score· uses extra data· 2023-03-09
26.1
best: 32.2 (CP-DETR-L Swin-L)
SOTA
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
3DonCOCO test-dev
box mAP· 2023-03-09
63
best: 66 (Co-DETR)
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
3DonCOCO minival
box AP· uses extra data· 2023-03-09
63
best: 66 (PE_spatial (DETA))
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
2D ClassificationonCOCO test-dev
box mAP· 2023-03-09
63
best: 66 (Co-DETR)
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
2D ClassificationonCOCO minival
box AP· uses extra data· 2023-03-09
63
best: 66 (PE_spatial (DETA))
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
2D Object DetectiononCOCO test-dev
box mAP· 2023-03-09
63
best: 66 (Co-DETR)
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
2D Object DetectiononCOCO minival
box AP· uses extra data· 2023-03-09
63
best: 66 (PE_spatial (DETA))
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
16konCOCO test-dev
box mAP· 2023-03-09
63
best: 66 (Co-DETR)
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
16konCOCO minival
box AP· uses extra data· 2023-03-09
63
best: 66 (PE_spatial (DETA))
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499

Computer Vision4 results

Object DetectiononODinW Full-Shot 13 Tasks
AP· 2023-03-09
70.9
best: 73.1 (CP-DETR-L(only optimize prompt))
SOTA
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
Object DetectiononODinW
Average Score· uses extra data· 2023-03-09
26.1
best: 32.2 (CP-DETR-L Swin-L)
SOTA
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
Object DetectiononCOCO test-dev
box mAP· 2023-03-09
63
best: 66 (Co-DETR)
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499
Object DetectiononCOCO minival
box AP· uses extra data· 2023-03-09
63
best: 66 (PE_spatial (DETA))
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection arXiv:2303.05499