2D Object Detection on LVIS v1.0 val

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)	51.6	Yes	CP-DETR: Concept Prompt Guide DETR Toward Strong...	2024-12-13	-
2	Grounding DINO 1.6 Pro (without LVIS data)	51.1	Yes	Grounding DINO 1.5: Advance the "Edge" of Open-S...	2024-05-16	Code
3	Grounding DINO 1.5 Pro (without LVIS data)	47.7	Yes	Grounding DINO 1.5: Advance the "Edge" of Open-S...	2024-05-16	Code
4	best_single_model_val	47.55	No	-	-	-
5	OWLv2 (OWL-ST+FT)	47	Yes	Scaling Open-Vocabulary Object Detection	2023-06-16	Code
6	htc	39.05	No	-	-	-
7	MQ-GLIP-L	34.7	Yes	Multi-modal Queried Object Detection in the Wild	2023-05-30	Code
8	OV-DINO-T (without LVIS data, swin tiny)	32.9	Yes	OV-DINO: Unified Open-Vocabulary Detection with ...	2024-07-10	Code
9	Organizer Provided Baseline	27.26	No	-	-	-
10	GLIP-L	26.9	Yes	Grounded Language-Image Pre-training	2021-12-07	Code
11	null	25.8	No	-	-	-
12	Forest R-CNN	23.2	No	Forest R-CNN: Large-Vocabulary Long-Tailed Objec...	2020-08-13	Code
13	MQ-GLIP-T	22.6	Yes	Multi-modal Queried Object Detection in the Wild	2023-05-30	Code
14	MQ-GroundingDINO-T	22.1	Yes	Multi-modal Queried Object Detection in the Wild	2023-05-30	Code
15	person	21.82	No	-	-	-
16	test balloon 6	16.62	No	-	-	-

#1CP-DETR-Pro(without LVIS data)SOTA
51.6
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
51.1
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)
47.7
AP· Augmentations· 2024-05-16
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection Code
#4best_single_model_val
47.55
AP
No paper
#5OWLv2 (OWL-ST+FT)SOTA
47
AP· Augmentations· 2023-06-16
Scaling Open-Vocabulary Object Detection Code
#6htc
39.05
AP
No paper
#7MQ-GLIP-LSOTA
34.7
AP· Augmentations· 2023-05-30
Multi-modal Queried Object Detection in the Wild Code
#8OV-DINO-T (without LVIS data, swin tiny)
32.9
AP· Augmentations· 2024-07-10
OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective Fusion Code
#9Organizer Provided Baseline
27.26
AP
No paper
#10GLIP-LSOTA
26.9
AP· Augmentations· 2021-12-07
Grounded Language-Image Pre-training Code
#11null
25.8
AP
No paper
#12Forest R-CNNSOTA
23.2
AP· 2020-08-13
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation Code
#13MQ-GLIP-T
22.6
AP· Augmentations· 2023-05-30
Multi-modal Queried Object Detection in the Wild Code
#14MQ-GroundingDINO-T
22.1
AP· Augmentations· 2023-05-30
Multi-modal Queried Object Detection in the Wild Code
#15person
21.82
AP
No paper
#16test balloon 6
16.62
AP
No paper