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/MM-Grounding-DINO

MM-Grounding-DINO

Reported on 15 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Methodology12 results

3DonDescription Detection Dataset
Intra-scenario FULL mAP· 2024-01-04
22.9
SOTA
An Open and Comprehensive Pipeline for Unified Object Grounding and Detection arXiv:2401.02361
2D ClassificationonDescription Detection Dataset
Intra-scenario FULL mAP· 2024-01-04
22.9
SOTA
An Open and Comprehensive Pipeline for Unified Object Grounding and Detection arXiv:2401.02361
2D Object DetectiononDescription Detection Dataset
Intra-scenario FULL mAP· 2024-01-04
22.9
SOTA
An Open and Comprehensive Pipeline for Unified Object Grounding and Detection arXiv:2401.02361
16konDescription Detection Dataset
Intra-scenario FULL mAP· 2024-01-04
22.9
SOTA
An Open and Comprehensive Pipeline for Unified Object Grounding and Detection arXiv:2401.02361
3DonDescription Detection Dataset
Intra-scenario ABS mAP· 2024-01-04
26
An Open and Comprehensive Pipeline for Unified Object Grounding and Detection arXiv:2401.02361
3DonDescription Detection Dataset
Intra-scenario PRES mAP· 2024-01-04
21.9
best: 23.7 (OFA-DOD-base)
An Open and Comprehensive Pipeline for Unified Object Grounding and Detection arXiv:2401.02361
2D ClassificationonDescription Detection Dataset
Intra-scenario ABS mAP· 2024-01-04
26
An Open and Comprehensive Pipeline for Unified Object Grounding and Detection arXiv:2401.02361
2D ClassificationonDescription Detection Dataset
Intra-scenario PRES mAP· 2024-01-04
21.9
best: 23.7 (OFA-DOD-base)
An Open and Comprehensive Pipeline for Unified Object Grounding and Detection arXiv:2401.02361
2D Object DetectiononDescription Detection Dataset
Intra-scenario ABS mAP· 2024-01-04
26
An Open and Comprehensive Pipeline for Unified Object Grounding and Detection arXiv:2401.02361
2D Object DetectiononDescription Detection Dataset
Intra-scenario PRES mAP· 2024-01-04
21.9
best: 23.7 (OFA-DOD-base)
An Open and Comprehensive Pipeline for Unified Object Grounding and Detection arXiv:2401.02361
16konDescription Detection Dataset
Intra-scenario ABS mAP· 2024-01-04
26
An Open and Comprehensive Pipeline for Unified Object Grounding and Detection arXiv:2401.02361
16konDescription Detection Dataset
Intra-scenario PRES mAP· 2024-01-04
21.9
best: 23.7 (OFA-DOD-base)
An Open and Comprehensive Pipeline for Unified Object Grounding and Detection arXiv:2401.02361

Computer Vision3 results

Object DetectiononDescription Detection Dataset
Intra-scenario FULL mAP· 2024-01-04
22.9
SOTA
An Open and Comprehensive Pipeline for Unified Object Grounding and Detection arXiv:2401.02361
Object DetectiononDescription Detection Dataset
Intra-scenario ABS mAP· 2024-01-04
26
An Open and Comprehensive Pipeline for Unified Object Grounding and Detection arXiv:2401.02361
Object DetectiononDescription Detection Dataset
Intra-scenario PRES mAP· 2024-01-04
21.9
best: 23.7 (OFA-DOD-base)
An Open and Comprehensive Pipeline for Unified Object Grounding and Detection arXiv:2401.02361