2D Object Detection on ODinW

Metric: Average Score (higher is better)

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#	Model↕	Average Score▼	Augmentations	Paper	Date↕	Code
1	CP-DETR-L Swin-L	32.2	Yes	CP-DETR: Concept Prompt Guide DETR Toward Strong...	2024-12-13	-
2	Grounding DINO 1.5 Pro	30.2	Yes	Grounding DINO 1.5: Advance the "Edge" of Open-S...	2024-05-16	Code
3	Grounding DINO	26.1	Yes	Grounding DINO: Marrying DINO with Grounded Pre-...	2023-03-09	Code
4	MQ-GLIP-L	23.9	Yes	Multi-modal Queried Object Detection in the Wild	2023-05-30	Code
5	GLIP (Tiny A)	11.4	Yes	ELEVATER: A Benchmark and Toolkit for Evaluating...	2022-04-19	Code

#1CP-DETR-L Swin-LSOTA
32.2
Average Score· Augmentations· 2024-12-13
CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection
#2Grounding DINO 1.5 ProSOTA
30.2
Average Score· Augmentations· 2024-05-16
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection Code
#3Grounding DINOSOTA
26.1
Average Score· Augmentations· 2023-03-09
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection Code
#4MQ-GLIP-L
23.9
Average Score· Augmentations· 2023-05-30
Multi-modal Queried Object Detection in the Wild Code
#5GLIP (Tiny A)SOTA
11.4
Average Score· Augmentations· 2022-04-19
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models Code