Semantic Segmentation on ADE20K

Metric: mAP (higher is better)

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#	Model↕	mAP▼	Extra Data	Paper	Date↕	Code
1	DenseAV	48.7	No	Separating the "Chirp" from the "Chat": Self-sup...	2024-06-09	Code
2	DenseAV	32.7	No	Separating the "Chirp" from the "Chat": Self-sup...	2024-06-09	Code
3	DAVENet	32.2	No	Jointly Discovering Visual Objects and Spoken Wo...	2018-04-04	-
4	CAVMAE	27.2	No	Contrastive Audio-Visual Masked Autoencoder	2022-10-02	Code
5	CAVMAE	26	No	Contrastive Audio-Visual Masked Autoencoder	2022-10-02	Code
6	ImageBIND	20.2	No	ImageBind: One Embedding Space To Bind Them All	2023-05-09	Code
7	ImageBIND	19.7	No	ImageBind: One Embedding Space To Bind Them All	2023-05-09	Code
8	DAVENet	16.8	No	Jointly Discovering Visual Objects and Spoken Wo...	2018-04-04	-

#1DenseAVSOTA
48.7
mAP· 2024-06-09
Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language Code
#2DenseAV
32.7
mAP· 2024-06-09
Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language Code
#3DAVENetSOTA
32.2
mAP· 2018-04-04
Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input
#4CAVMAE
27.2
mAP· 2022-10-02
Contrastive Audio-Visual Masked Autoencoder Code
#5CAVMAE
26
mAP· 2022-10-02
Contrastive Audio-Visual Masked Autoencoder Code
#6ImageBIND
20.2
mAP· 2023-05-09
ImageBind: One Embedding Space To Bind Them All Code
#7ImageBIND
19.7
mAP· 2023-05-09
ImageBind: One Embedding Space To Bind Them All Code
#8DAVENet
16.8
mAP· 2018-04-04
Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input