2D Object Detection on LVIS v1.0 minival

Metric: AP (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide augmentations

Sort:

#	Model↕	AP▼	Augmentations	Paper	Date↕	Code
1	CP-DETR-Pro(without LVIS data)	58.2	Yes	CP-DETR: Concept Prompt Guide DETR Toward Strong...	2024-12-13	-
2	Grounding DINO 1.6 Pro (without LVIS data)	57.7	Yes	Grounding DINO 1.5: Advance the "Edge" of Open-S...	2024-05-16	Code
3	Grounding DINO 1.5 Pro (without LVIS data)	55.7	Yes	Grounding DINO 1.5: Advance the "Edge" of Open-S...	2024-05-16	Code
4	OWLv2 (OWL-ST+FT)	51.3	Yes	Scaling Open-Vocabulary Object Detection	2023-06-16	Code
5	MQ-GLIP-L	43.4	Yes	Multi-modal Queried Object Detection in the Wild	2023-05-30	Code
6	OV-DINO-T (without LVIS data, swin tiny)	40.1	Yes	OV-DINO: Unified Open-Vocabulary Detection with ...	2024-07-10	Code
7	GLIP-L	37.3	Yes	Grounded Language-Image Pre-training	2021-12-07	Code
8	YOLO-World-L	35.4	Yes	YOLO-World: Real-Time Open-Vocabulary Object Det...	2024-01-30	Code
9	GroundingDINO-L	33.9	Yes	Grounding DINO: Marrying DINO with Grounded Pre-...	2023-03-09	Code
10	MQ-GLIP-T	30.4	Yes	Multi-modal Queried Object Detection in the Wild	2023-05-30	Code
11	MQ-GroundingDINO-T	30.2	Yes	Multi-modal Queried Object Detection in the Wild	2023-05-30	Code

#1CP-DETR-Pro(without LVIS data)SOTA
58.2
AP· Augmentations· 2024-12-13
CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection
#2Grounding DINO 1.6 Pro (without LVIS data)SOTA
57.7
AP· Augmentations· 2024-05-16
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection Code
#3Grounding DINO 1.5 Pro (without LVIS data)
55.7
AP· Augmentations· 2024-05-16
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection Code
#4OWLv2 (OWL-ST+FT)SOTA
51.3
AP· Augmentations· 2023-06-16
Scaling Open-Vocabulary Object Detection Code
#5MQ-GLIP-LSOTA
43.4
AP· Augmentations· 2023-05-30
Multi-modal Queried Object Detection in the Wild Code
#6OV-DINO-T (without LVIS data, swin tiny)
40.1
AP· Augmentations· 2024-07-10
OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective Fusion Code
#7GLIP-LSOTA
37.3
AP· Augmentations· 2021-12-07
Grounded Language-Image Pre-training Code
#8YOLO-World-L
35.4
AP· Augmentations· 2024-01-30
YOLO-World: Real-Time Open-Vocabulary Object Detection Code
#9GroundingDINO-L
33.9
AP· Augmentations· 2023-03-09
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection Code
#10MQ-GLIP-T
30.4
AP· Augmentations· 2023-05-30
Multi-modal Queried Object Detection in the Wild Code
#11MQ-GroundingDINO-T
30.2
AP· Augmentations· 2023-05-30
Multi-modal Queried Object Detection in the Wild Code