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Models/Grounding DINO 1.5 Pro

Grounding DINO 1.5 Pro

Reported on 42 benchmarks across 6 tasks · 1 paper · 32 SOTA

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

Methodology32 results

3DonODinW Full-shot 35 Tasks
AP· uses extra data· 2024-05-16
72.4
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
3DonODinW Full-Shot 13 Tasks
AP· 2024-05-16
72.4
best: 73.1 (CP-DETR-L(only optimize prompt))
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
3DonLVIS v1.0 val
box APr· uses extra data· 2024-05-16
64
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
3DonODinW-35
Average Score· 2024-05-16
54.7
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
3DonODinW-13
Average Score· 2024-05-16
66.3
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
3DonODinW
Average Score· uses extra data· 2024-05-16
30.2
best: 32.2 (CP-DETR-L Swin-L)
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
2D ClassificationonODinW Full-shot 35 Tasks
AP· uses extra data· 2024-05-16
72.4
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
2D ClassificationonODinW Full-Shot 13 Tasks
AP· 2024-05-16
72.4
best: 73.1 (CP-DETR-L(only optimize prompt))
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
2D ClassificationonLVIS v1.0 val
box APr· uses extra data· 2024-05-16
64
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
2D ClassificationonODinW-35
Average Score· 2024-05-16
54.7
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
2D ClassificationonODinW-13
Average Score· 2024-05-16
66.3
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
2D ClassificationonODinW
Average Score· uses extra data· 2024-05-16
30.2
best: 32.2 (CP-DETR-L Swin-L)
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
2D Object DetectiononODinW Full-shot 35 Tasks
AP· uses extra data· 2024-05-16
72.4
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
2D Object DetectiononODinW Full-Shot 13 Tasks
AP· 2024-05-16
72.4
best: 73.1 (CP-DETR-L(only optimize prompt))
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
2D Object DetectiononLVIS v1.0 val
box APr· uses extra data· 2024-05-16
64
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
2D Object DetectiononODinW-35
Average Score· 2024-05-16
54.7
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
2D Object DetectiononODinW-13
Average Score· 2024-05-16
66.3
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
2D Object DetectiononODinW
Average Score· uses extra data· 2024-05-16
30.2
best: 32.2 (CP-DETR-L Swin-L)
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
16konODinW Full-shot 35 Tasks
AP· uses extra data· 2024-05-16
72.4
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
16konODinW Full-Shot 13 Tasks
AP· 2024-05-16
72.4
best: 73.1 (CP-DETR-L(only optimize prompt))
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
16konLVIS v1.0 val
box APr· uses extra data· 2024-05-16
64
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
16konODinW-35
Average Score· 2024-05-16
54.7
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
16konODinW-13
Average Score· 2024-05-16
66.3
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
16konODinW
Average Score· uses extra data· 2024-05-16
30.2
best: 32.2 (CP-DETR-L Swin-L)
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
3DonLVIS v1.0 minival
box AP· uses extra data· 2024-05-16
68.1
best: 72 (Co-DETR (single-scale))
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
3DonLVIS v1.0 val
box AP· uses extra data· 2024-05-16
63.5
best: 68 (Co-DETR (single-scale))
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
2D ClassificationonLVIS v1.0 minival
box AP· uses extra data· 2024-05-16
68.1
best: 72 (Co-DETR (single-scale))
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
2D ClassificationonLVIS v1.0 val
box AP· uses extra data· 2024-05-16
63.5
best: 68 (Co-DETR (single-scale))
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
2D Object DetectiononLVIS v1.0 minival
box AP· uses extra data· 2024-05-16
68.1
best: 72 (Co-DETR (single-scale))
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
2D Object DetectiononLVIS v1.0 val
box AP· uses extra data· 2024-05-16
63.5
best: 68 (Co-DETR (single-scale))
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
16konLVIS v1.0 minival
box AP· uses extra data· 2024-05-16
68.1
best: 72 (Co-DETR (single-scale))
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
16konLVIS v1.0 val
box AP· uses extra data· 2024-05-16
63.5
best: 68 (Co-DETR (single-scale))
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300

Computer Vision10 results

Object DetectiononODinW Full-shot 35 Tasks
AP· uses extra data· 2024-05-16
72.4
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
Object DetectiononODinW Full-Shot 13 Tasks
AP· 2024-05-16
72.4
best: 73.1 (CP-DETR-L(only optimize prompt))
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
Object DetectiononLVIS v1.0 val
box APr· uses extra data· 2024-05-16
64
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
Object DetectiononODinW-35
Average Score· 2024-05-16
54.7
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
Object DetectiononODinW-13
Average Score· 2024-05-16
66.3
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
Object DetectiononODinW
Average Score· uses extra data· 2024-05-16
30.2
best: 32.2 (CP-DETR-L Swin-L)
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
Few-Shot Object DetectiononODinW-35
Average Score· 2024-05-16
54.7
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
Few-Shot Object DetectiononODinW-13
Average Score· 2024-05-16
66.3
SOTA
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
Object DetectiononLVIS v1.0 minival
box AP· uses extra data· 2024-05-16
68.1
best: 72 (Co-DETR (single-scale))
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300
Object DetectiononLVIS v1.0 val
box AP· uses extra data· 2024-05-16
63.5
best: 68 (Co-DETR (single-scale))
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection arXiv:2405.10300