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Models/OWL-ViT-base

OWL-ViT-base

Reported on 15 benchmarks across 5 tasks · 1 paper

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 ABS mAP· 2022-05-12
8.8
best: 26 (MM-Grounding-DINO)
Simple Open-Vocabulary Object Detection with Vision Transformers arXiv:2205.06230
3DonDescription Detection Dataset
Intra-scenario FULL mAP· 2022-05-12
8.6
best: 22.9 (MM-Grounding-DINO)
Simple Open-Vocabulary Object Detection with Vision Transformers arXiv:2205.06230
3DonDescription Detection Dataset
Intra-scenario PRES mAP· 2022-05-12
8.5
best: 23.7 (OFA-DOD-base)
Simple Open-Vocabulary Object Detection with Vision Transformers arXiv:2205.06230
2D ClassificationonDescription Detection Dataset
Intra-scenario ABS mAP· 2022-05-12
8.8
best: 26 (MM-Grounding-DINO)
Simple Open-Vocabulary Object Detection with Vision Transformers arXiv:2205.06230
2D ClassificationonDescription Detection Dataset
Intra-scenario FULL mAP· 2022-05-12
8.6
best: 22.9 (MM-Grounding-DINO)
Simple Open-Vocabulary Object Detection with Vision Transformers arXiv:2205.06230
2D ClassificationonDescription Detection Dataset
Intra-scenario PRES mAP· 2022-05-12
8.5
best: 23.7 (OFA-DOD-base)
Simple Open-Vocabulary Object Detection with Vision Transformers arXiv:2205.06230
2D Object DetectiononDescription Detection Dataset
Intra-scenario ABS mAP· 2022-05-12
8.8
best: 26 (MM-Grounding-DINO)
Simple Open-Vocabulary Object Detection with Vision Transformers arXiv:2205.06230
2D Object DetectiononDescription Detection Dataset
Intra-scenario FULL mAP· 2022-05-12
8.6
best: 22.9 (MM-Grounding-DINO)
Simple Open-Vocabulary Object Detection with Vision Transformers arXiv:2205.06230
2D Object DetectiononDescription Detection Dataset
Intra-scenario PRES mAP· 2022-05-12
8.5
best: 23.7 (OFA-DOD-base)
Simple Open-Vocabulary Object Detection with Vision Transformers arXiv:2205.06230
16konDescription Detection Dataset
Intra-scenario ABS mAP· 2022-05-12
8.8
best: 26 (MM-Grounding-DINO)
Simple Open-Vocabulary Object Detection with Vision Transformers arXiv:2205.06230
16konDescription Detection Dataset
Intra-scenario FULL mAP· 2022-05-12
8.6
best: 22.9 (MM-Grounding-DINO)
Simple Open-Vocabulary Object Detection with Vision Transformers arXiv:2205.06230
16konDescription Detection Dataset
Intra-scenario PRES mAP· 2022-05-12
8.5
best: 23.7 (OFA-DOD-base)
Simple Open-Vocabulary Object Detection with Vision Transformers arXiv:2205.06230

Computer Vision3 results

Object DetectiononDescription Detection Dataset
Intra-scenario ABS mAP· 2022-05-12
8.8
best: 26 (MM-Grounding-DINO)
Simple Open-Vocabulary Object Detection with Vision Transformers arXiv:2205.06230
Object DetectiononDescription Detection Dataset
Intra-scenario FULL mAP· 2022-05-12
8.6
best: 22.9 (MM-Grounding-DINO)
Simple Open-Vocabulary Object Detection with Vision Transformers arXiv:2205.06230
Object DetectiononDescription Detection Dataset
Intra-scenario PRES mAP· 2022-05-12
8.5
best: 23.7 (OFA-DOD-base)
Simple Open-Vocabulary Object Detection with Vision Transformers arXiv:2205.06230