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Models/ORE (MDef-DETR)

ORE (MDef-DETR)

Reported on 65 benchmarks across 5 tasks · 1 paper · 50 SOTA

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

Methodology52 results

3DonCOCO 2017 (Electronic, Indoor, Kitchen, Furniture)
MAP· 2021-11-22
31.66
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
3DonCOCO 2017 (Sports, Food)
MAP· 2021-11-22
36.75
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
3DonCOCO 2017 (Sports, Food)
Unknown Recall· 2021-11-22
50.89
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
3DonCOCO 2017 (Sports, Food)
WI· 2021-11-22
0.0179
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
3DonCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
MAP· 2021-11-22
46.19
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
3DonCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
Unknown Recall· 2021-11-22
49.54
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
3DonCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
WI· 2021-11-22
0.0251
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
3DonPASCAL VOC 2007
MAP· 2021-11-22
64.03
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
3DonPASCAL VOC 2007
Unknown Recall· 2021-11-22
50.13
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
3DonPASCAL VOC 2007
WI· 2021-11-22
0.0474
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D ClassificationonCOCO 2017 (Electronic, Indoor, Kitchen, Furniture)
MAP· 2021-11-22
31.66
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D ClassificationonCOCO 2017 (Sports, Food)
MAP· 2021-11-22
36.75
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D ClassificationonCOCO 2017 (Sports, Food)
Unknown Recall· 2021-11-22
50.89
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D ClassificationonCOCO 2017 (Sports, Food)
WI· 2021-11-22
0.0179
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D ClassificationonCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
MAP· 2021-11-22
46.19
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D ClassificationonCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
Unknown Recall· 2021-11-22
49.54
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D ClassificationonCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
WI· 2021-11-22
0.0251
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D ClassificationonPASCAL VOC 2007
MAP· 2021-11-22
64.03
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D ClassificationonPASCAL VOC 2007
Unknown Recall· 2021-11-22
50.13
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D ClassificationonPASCAL VOC 2007
WI· 2021-11-22
0.0474
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D Object DetectiononCOCO 2017 (Electronic, Indoor, Kitchen, Furniture)
MAP· 2021-11-22
31.66
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D Object DetectiononCOCO 2017 (Sports, Food)
MAP· 2021-11-22
36.75
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D Object DetectiononCOCO 2017 (Sports, Food)
Unknown Recall· 2021-11-22
50.89
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D Object DetectiononCOCO 2017 (Sports, Food)
WI· 2021-11-22
0.0179
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D Object DetectiononCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
MAP· 2021-11-22
46.19
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D Object DetectiononCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
Unknown Recall· 2021-11-22
49.54
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D Object DetectiononCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
WI· 2021-11-22
0.0251
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D Object DetectiononPASCAL VOC 2007
MAP· 2021-11-22
64.03
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D Object DetectiononPASCAL VOC 2007
Unknown Recall· 2021-11-22
50.13
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D Object DetectiononPASCAL VOC 2007
WI· 2021-11-22
0.0474
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
16konCOCO 2017 (Electronic, Indoor, Kitchen, Furniture)
MAP· 2021-11-22
31.66
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
16konCOCO 2017 (Sports, Food)
MAP· 2021-11-22
36.75
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
16konCOCO 2017 (Sports, Food)
Unknown Recall· 2021-11-22
50.89
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
16konCOCO 2017 (Sports, Food)
WI· 2021-11-22
0.0179
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
16konCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
MAP· 2021-11-22
46.19
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
16konCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
Unknown Recall· 2021-11-22
49.54
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
16konCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
WI· 2021-11-22
0.0251
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
16konPASCAL VOC 2007
MAP· 2021-11-22
64.03
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
16konPASCAL VOC 2007
Unknown Recall· 2021-11-22
50.13
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
16konPASCAL VOC 2007
WI· 2021-11-22
0.0474
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
3DonCOCO 2017 (Sports, Food)
A-OSE· 2021-11-22
4117
best: 6634 (ORE)
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
3DonCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
A-OSE· 2021-11-22
5212
best: 7772 (ORE)
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
3DonPASCAL VOC 2007
A-OSE· 2021-11-22
7322
best: 8234 (ORE)
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D ClassificationonCOCO 2017 (Sports, Food)
A-OSE· 2021-11-22
4117
best: 6634 (ORE)
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D ClassificationonCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
A-OSE· 2021-11-22
5212
best: 7772 (ORE)
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D ClassificationonPASCAL VOC 2007
A-OSE· 2021-11-22
7322
best: 8234 (ORE)
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D Object DetectiononCOCO 2017 (Sports, Food)
A-OSE· 2021-11-22
4117
best: 6634 (ORE)
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D Object DetectiononCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
A-OSE· 2021-11-22
5212
best: 7772 (ORE)
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
2D Object DetectiononPASCAL VOC 2007
A-OSE· 2021-11-22
7322
best: 8234 (ORE)
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
16konCOCO 2017 (Sports, Food)
A-OSE· 2021-11-22
4117
best: 6634 (ORE)
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
16konCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
A-OSE· 2021-11-22
5212
best: 7772 (ORE)
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
16konPASCAL VOC 2007
A-OSE· 2021-11-22
7322
best: 8234 (ORE)
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430

Computer Vision13 results

Object DetectiononCOCO 2017 (Electronic, Indoor, Kitchen, Furniture)
MAP· 2021-11-22
31.66
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
Object DetectiononCOCO 2017 (Sports, Food)
MAP· 2021-11-22
36.75
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
Object DetectiononCOCO 2017 (Sports, Food)
Unknown Recall· 2021-11-22
50.89
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
Object DetectiononCOCO 2017 (Sports, Food)
WI· 2021-11-22
0.0179
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
Object DetectiononCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
MAP· 2021-11-22
46.19
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
Object DetectiononCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
Unknown Recall· 2021-11-22
49.54
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
Object DetectiononCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
WI· 2021-11-22
0.0251
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
Object DetectiononPASCAL VOC 2007
MAP· 2021-11-22
64.03
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
Object DetectiononPASCAL VOC 2007
Unknown Recall· 2021-11-22
50.13
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
Object DetectiononPASCAL VOC 2007
WI· 2021-11-22
0.0474
SOTA
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
Object DetectiononCOCO 2017 (Sports, Food)
A-OSE· 2021-11-22
4117
best: 6634 (ORE)
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
Object DetectiononCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
A-OSE· 2021-11-22
5212
best: 7772 (ORE)
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430
Object DetectiononPASCAL VOC 2007
A-OSE· 2021-11-22
7322
best: 8234 (ORE)
Class-agnostic Object Detection with Multi-modal Transformer arXiv:2111.11430