felixleungsc/paperswithcode-data-evaluation-tables

task_path stringlengths 3 199 ⌀	dataset stringlengths 1 128 ⌀	model_name stringlengths 1 223 ⌀	paper_url stringlengths 21 601 ⌀	metric_name stringlengths 1 50 ⌀	metric_value stringlengths 1 9.22k ⌀
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	WCNet	https://arxiv.org/abs/2504.10795v1	Overall Accuracy	99.87
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	SpectralNET	https://arxiv.org/abs/2104.00341v1	Overall Accuracy	99.86%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	EKGNet	https://arxiv.org/abs/2504.13045v1	Overall Accuracy	99.84
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	FSKNet	https://arxiv.org/abs/2202.06458v1	Overall Accuracy	99.83%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	HybridSN	https://arxiv.org/abs/1902.06701v3	Overall Accuracy	99.81%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	STNet	https://arxiv.org/abs/2506.08324v1	Overall Accuracy	99.77
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	JigsawHSI	https://arxiv.org/abs/2206.02327v3	Overall Accuracy	99.74
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	MVNet	https://arxiv.org/abs/2507.04409v1	Overall Accuracy	99.74
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	SSDGL	https://arxiv.org/abs/2105.14327v1	Overall Accuracy	99.63%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	SSDGL	https://arxiv.org/abs/2105.14327v1	Kappa	0.9958
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	A2S2K-ResNet	https://ieeexplore.ieee.org/document/9306920	Overall Accuracy	99.57 %
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	Recurrent 3D-CNN	https://arxiv.org/abs/1903.06258v2	Overall Accuracy	99.50%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	A-SPN	https://ieeexplore.ieee.org/document/9325094	Overall Accuracy	99.24%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	AMS-M2ESL	https://ieeexplore.ieee.org/abstract/document/10097620	Overall Accuracy	98.38±0.38%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	AMS-M2ESL	https://ieeexplore.ieee.org/abstract/document/10097620	OA@5%perclass	98.38±0.38%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	AMS-M2ESL	https://ieeexplore.ieee.org/abstract/document/10097620	AA@5%perclass	98.86±0.26%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	AMS-M2ESL	https://ieeexplore.ieee.org/abstract/document/10097620	Kappa@5%perclass	0.9816±0.0043
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	CVSSN	http://dx.doi.org/10.1109/tcsvt.2022.3218284	Overall Accuracy	98.18±0.27%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	CVSSN	http://dx.doi.org/10.1109/tcsvt.2022.3218284	OA@10%perclass	98.18±0.27%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	CVSSN	http://dx.doi.org/10.1109/tcsvt.2022.3218284	AA@10%perclass	97.92±0.75%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	CVSSN	http://dx.doi.org/10.1109/tcsvt.2022.3218284	Kappa@10%perclass	0.9792±0.0030
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	BASSNet	http://arxiv.org/abs/1612.00144v2	Overall Accuracy	96.77%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	CNN-MRF	http://arxiv.org/abs/1705.00727v2	Overall Accuracy	96.12%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	St-SS-pGRU	http://arxiv.org/abs/1810.12563v1	Overall Accuracy	90.35%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	SSBC	https://doi.org/10.3390/rs16224270	OA@10%perclass	98.66%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	SSBC	https://doi.org/10.3390/rs16224270	AA@10%perclass	97.16%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	SSBC	https://doi.org/10.3390/rs16224270	Kappa@10%perclass	98.47%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Indian Pines	SSBC	https://doi.org/10.3390/rs16224270	F1@10%perclass	97.61%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Salinas Scene	HybridSN	https://arxiv.org/abs/1902.06701v3	Overall Accuracy	100%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Salinas Scene	SpectralNET	https://arxiv.org/abs/2104.00341v1	Overall Accuracy	100%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Salinas Scene	Deep Matrix Capsules	https://ieeexplore.ieee.org/document/10028853	Overall Accuracy	100%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	CASI University of Houston	SSDGL	https://arxiv.org/abs/2105.14327v1	Overall Accuracy	95.36
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	CASI University of Houston	AMS-M2ESL	https://ieeexplore.ieee.org/abstract/document/10097620	Overall Accuracy	88.82±0.93%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	CASI University of Houston	AMS-M2ESL	https://ieeexplore.ieee.org/abstract/document/10097620	OA@disjoint	88.82±0.93%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	CASI University of Houston	AMS-M2ESL	https://ieeexplore.ieee.org/abstract/document/10097620	AA@disjoint	92.15±0.30%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	CASI University of Houston	AMS-M2ESL	https://ieeexplore.ieee.org/abstract/document/10097620	Kappa@disjoint	0.8785±0.0101
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	CASI University of Houston	FPGA	https://arxiv.org/abs/2011.05670v1	Overall Accuracy	86.61
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	CASI University of Houston	FPGA	https://arxiv.org/abs/2011.05670v1	Average Accuracy	88.44
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	CASI University of Houston	FPGA	https://arxiv.org/abs/2011.05670v1	Kappa	0.8555
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	CASI University of Houston	CVSSN	http://dx.doi.org/10.1109/tcsvt.2022.3218284	Overall Accuracy	82.55±0.47%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	CASI University of Houston	CVSSN	http://dx.doi.org/10.1109/tcsvt.2022.3218284	OA@disjoint	82.55±0.47%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	CASI University of Houston	CVSSN	http://dx.doi.org/10.1109/tcsvt.2022.3218284	AA@disjoint	85.64±0.98%
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	CASI University of Houston	CVSSN	http://dx.doi.org/10.1109/tcsvt.2022.3218284	Kappa@disjoint	0.8115±0.0050
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Salinas	JigsawHSI	https://arxiv.org/abs/2206.02327v3	OA@200	100.00
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Salinas	FPGA	https://arxiv.org/abs/2011.05670v1	OA@200	99.92
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Salinas	FPGA	https://arxiv.org/abs/2011.05670v1	AA@200	99.91
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Salinas	FPGA	https://arxiv.org/abs/2011.05670v1	Kappa@200	0.9991
Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification	Salinas	FSKNet	https://arxiv.org/abs/2202.06458v1	Overall Accuracy	99.98%
Explanatory Visual Question Answering	GQA-REX	VCIN	http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html	BLEU-4	58.65
Explanatory Visual Question Answering	GQA-REX	VCIN	http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html	METEOR	41.57
Explanatory Visual Question Answering	GQA-REX	VCIN	http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html	ROUGE-L	81.45
Explanatory Visual Question Answering	GQA-REX	VCIN	http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html	CIDEr	519.23
Explanatory Visual Question Answering	GQA-REX	VCIN	http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html	SPICE	54.63
Explanatory Visual Question Answering	GQA-REX	VCIN	http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html	Grounding	77.33
Explanatory Visual Question Answering	GQA-REX	VCIN	http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html	GQA-val	81.80
Explanatory Visual Question Answering	GQA-REX	VCIN	http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html	GQA-test	60.61
Explanatory Visual Question Answering	GQA-REX	REX-LXMERT	https://arxiv.org/abs/2203.06107v1	BLEU-4	54.79
Explanatory Visual Question Answering	GQA-REX	REX-LXMERT	https://arxiv.org/abs/2203.06107v1	METEOR	39.51
Explanatory Visual Question Answering	GQA-REX	REX-LXMERT	https://arxiv.org/abs/2203.06107v1	ROUGE-L	79.41
Explanatory Visual Question Answering	GQA-REX	REX-LXMERT	https://arxiv.org/abs/2203.06107v1	CIDEr	466.01
Explanatory Visual Question Answering	GQA-REX	REX-LXMERT	https://arxiv.org/abs/2203.06107v1	SPICE	49.98
Explanatory Visual Question Answering	GQA-REX	REX-LXMERT	https://arxiv.org/abs/2203.06107v1	Grounding	70.79
Explanatory Visual Question Answering	GQA-REX	REX-LXMERT	https://arxiv.org/abs/2203.06107v1	GQA-val	78.19
Explanatory Visual Question Answering	GQA-REX	REX-LXMERT	https://arxiv.org/abs/2203.06107v1	GQA-test	58.15
Explanatory Visual Question Answering	GQA-REX	REX-VisualBert	https://arxiv.org/abs/2203.06107v1	BLEU-4	54.59
Explanatory Visual Question Answering	GQA-REX	REX-VisualBert	https://arxiv.org/abs/2203.06107v1	METEOR	39.22
Explanatory Visual Question Answering	GQA-REX	REX-VisualBert	https://arxiv.org/abs/2203.06107v1	ROUGE-L	78.56
Explanatory Visual Question Answering	GQA-REX	REX-VisualBert	https://arxiv.org/abs/2203.06107v1	CIDEr	464.20
Explanatory Visual Question Answering	GQA-REX	REX-VisualBert	https://arxiv.org/abs/2203.06107v1	SPICE	46.80
Explanatory Visual Question Answering	GQA-REX	REX-VisualBert	https://arxiv.org/abs/2203.06107v1	Grounding	67.95
Explanatory Visual Question Answering	GQA-REX	REX-VisualBert	https://arxiv.org/abs/2203.06107v1	GQA-val	66.16
Explanatory Visual Question Answering	GQA-REX	REX-VisualBert	https://arxiv.org/abs/2203.06107v1	GQA-test	57.77
Explanatory Visual Question Answering	GQA-REX	VQAE	http://arxiv.org/abs/1803.07464v2	BLEU-4	42.56
Explanatory Visual Question Answering	GQA-REX	VQAE	http://arxiv.org/abs/1803.07464v2	METEOR	34.51
Explanatory Visual Question Answering	GQA-REX	VQAE	http://arxiv.org/abs/1803.07464v2	ROUGE-L	73.59
Explanatory Visual Question Answering	GQA-REX	VQAE	http://arxiv.org/abs/1803.07464v2	CIDEr	358.20
Explanatory Visual Question Answering	GQA-REX	VQAE	http://arxiv.org/abs/1803.07464v2	SPICE	40.39
Explanatory Visual Question Answering	GQA-REX	VQAE	http://arxiv.org/abs/1803.07464v2	Grounding	31.29
Explanatory Visual Question Answering	GQA-REX	VQAE	http://arxiv.org/abs/1803.07464v2	GQA-val	65.19
Explanatory Visual Question Answering	GQA-REX	VQAE	http://arxiv.org/abs/1803.07464v2	GQA-test	57.24
Explanatory Visual Question Answering	GQA-REX	EXP	https://arxiv.org/abs/1809.02805v2	BLEU-4	42.45
Explanatory Visual Question Answering	GQA-REX	EXP	https://arxiv.org/abs/1809.02805v2	METEOR	34.46
Explanatory Visual Question Answering	GQA-REX	EXP	https://arxiv.org/abs/1809.02805v2	ROUGE-L	73.51
Explanatory Visual Question Answering	GQA-REX	EXP	https://arxiv.org/abs/1809.02805v2	CIDEr	357.10
Explanatory Visual Question Answering	GQA-REX	EXP	https://arxiv.org/abs/1809.02805v2	SPICE	40.35
Explanatory Visual Question Answering	GQA-REX	EXP	https://arxiv.org/abs/1809.02805v2	Grounding	33.52
Explanatory Visual Question Answering	GQA-REX	EXP	https://arxiv.org/abs/1809.02805v2	GQA-val	65.17
Explanatory Visual Question Answering	GQA-REX	EXP	https://arxiv.org/abs/1809.02805v2	GQA-test	56.92
Explanatory Visual Question Answering > FS-MEVQA	SME	MEAgent	https://dl.acm.org/doi/abs/10.1145/3664647.3681597	BLEU-4	67.91
Explanatory Visual Question Answering > FS-MEVQA	SME	MEAgent	https://dl.acm.org/doi/abs/10.1145/3664647.3681597	METEOR	50.55
Explanatory Visual Question Answering > FS-MEVQA	SME	MEAgent	https://dl.acm.org/doi/abs/10.1145/3664647.3681597	ROUGE-L	79.41
Explanatory Visual Question Answering > FS-MEVQA	SME	MEAgent	https://dl.acm.org/doi/abs/10.1145/3664647.3681597	CIDEr	510.44
Explanatory Visual Question Answering > FS-MEVQA	SME	MEAgent	https://dl.acm.org/doi/abs/10.1145/3664647.3681597	SPICE	64.09
Explanatory Visual Question Answering > FS-MEVQA	SME	MEAgent	https://dl.acm.org/doi/abs/10.1145/3664647.3681597	Detection	29.09
Explanatory Visual Question Answering > FS-MEVQA	SME	MEAgent	https://dl.acm.org/doi/abs/10.1145/3664647.3681597	ACC	51.45
Explanatory Visual Question Answering > FS-MEVQA	SME	MEAgent	https://dl.acm.org/doi/abs/10.1145/3664647.3681597	#Learning Samples (N)	16
Explanatory Visual Question Answering > FS-MEVQA	SME	GPT-4-1106-Vision-Preview	https://arxiv.org/abs/2303.08774v5	BLEU-4	45.51
Explanatory Visual Question Answering > FS-MEVQA	SME	GPT-4-1106-Vision-Preview	https://arxiv.org/abs/2303.08774v5	METEOR	35.17
Explanatory Visual Question Answering > FS-MEVQA	SME	GPT-4-1106-Vision-Preview	https://arxiv.org/abs/2303.08774v5	ROUGE-L	52.67
Explanatory Visual Question Answering > FS-MEVQA	SME	GPT-4-1106-Vision-Preview	https://arxiv.org/abs/2303.08774v5	CIDEr	269.68

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

WCNet

https://arxiv.org/abs/2504.10795v1

Overall Accuracy

99.87

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

SpectralNET

https://arxiv.org/abs/2104.00341v1

Overall Accuracy

99.86%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

EKGNet

https://arxiv.org/abs/2504.13045v1

Overall Accuracy

99.84

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

FSKNet

https://arxiv.org/abs/2202.06458v1

Overall Accuracy

99.83%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

HybridSN

https://arxiv.org/abs/1902.06701v3

Overall Accuracy

99.81%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

STNet

https://arxiv.org/abs/2506.08324v1

Overall Accuracy

99.77

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

JigsawHSI

https://arxiv.org/abs/2206.02327v3

Overall Accuracy

99.74

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

MVNet

https://arxiv.org/abs/2507.04409v1

Overall Accuracy

99.74

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

SSDGL

https://arxiv.org/abs/2105.14327v1

Overall Accuracy

99.63%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

SSDGL

https://arxiv.org/abs/2105.14327v1

Kappa

0.9958

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

A2S2K-ResNet

https://ieeexplore.ieee.org/document/9306920

Overall Accuracy

99.57 %

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

Recurrent 3D-CNN

https://arxiv.org/abs/1903.06258v2

Overall Accuracy

99.50%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

A-SPN

https://ieeexplore.ieee.org/document/9325094

Overall Accuracy

99.24%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

AMS-M2ESL

https://ieeexplore.ieee.org/abstract/document/10097620

Overall Accuracy

98.38±0.38%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

AMS-M2ESL

https://ieeexplore.ieee.org/abstract/document/10097620

OA@5%perclass

98.38±0.38%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

AMS-M2ESL

https://ieeexplore.ieee.org/abstract/document/10097620

AA@5%perclass

98.86±0.26%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

AMS-M2ESL

https://ieeexplore.ieee.org/abstract/document/10097620

Kappa@5%perclass

0.9816±0.0043

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

CVSSN

http://dx.doi.org/10.1109/tcsvt.2022.3218284

Overall Accuracy

98.18±0.27%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

CVSSN

http://dx.doi.org/10.1109/tcsvt.2022.3218284

OA@10%perclass

98.18±0.27%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

CVSSN

http://dx.doi.org/10.1109/tcsvt.2022.3218284

AA@10%perclass

97.92±0.75%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

CVSSN

http://dx.doi.org/10.1109/tcsvt.2022.3218284

Kappa@10%perclass

0.9792±0.0030

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

BASSNet

http://arxiv.org/abs/1612.00144v2

Overall Accuracy

96.77%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

CNN-MRF

http://arxiv.org/abs/1705.00727v2

Overall Accuracy

96.12%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

St-SS-pGRU

http://arxiv.org/abs/1810.12563v1

Overall Accuracy

90.35%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

SSBC

https://doi.org/10.3390/rs16224270

OA@10%perclass

98.66%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

SSBC

https://doi.org/10.3390/rs16224270

AA@10%perclass

97.16%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

SSBC

https://doi.org/10.3390/rs16224270

Kappa@10%perclass

98.47%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Indian Pines

SSBC

https://doi.org/10.3390/rs16224270

F1@10%perclass

97.61%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Salinas Scene

HybridSN

https://arxiv.org/abs/1902.06701v3

Overall Accuracy

100%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Salinas Scene

SpectralNET

https://arxiv.org/abs/2104.00341v1

Overall Accuracy

100%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Salinas Scene

Deep Matrix Capsules

https://ieeexplore.ieee.org/document/10028853

Overall Accuracy

100%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

CASI University of Houston

SSDGL

https://arxiv.org/abs/2105.14327v1

Overall Accuracy

95.36

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

CASI University of Houston

AMS-M2ESL

https://ieeexplore.ieee.org/abstract/document/10097620

Overall Accuracy

88.82±0.93%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

CASI University of Houston

AMS-M2ESL

https://ieeexplore.ieee.org/abstract/document/10097620

OA@disjoint

88.82±0.93%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

CASI University of Houston

AMS-M2ESL

https://ieeexplore.ieee.org/abstract/document/10097620

AA@disjoint

92.15±0.30%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

CASI University of Houston

AMS-M2ESL

https://ieeexplore.ieee.org/abstract/document/10097620

Kappa@disjoint

0.8785±0.0101

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

CASI University of Houston

FPGA

https://arxiv.org/abs/2011.05670v1

Overall Accuracy

86.61

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

CASI University of Houston

FPGA

https://arxiv.org/abs/2011.05670v1

Average Accuracy

88.44

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

CASI University of Houston

FPGA

https://arxiv.org/abs/2011.05670v1

Kappa

0.8555

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

CASI University of Houston

CVSSN

http://dx.doi.org/10.1109/tcsvt.2022.3218284

Overall Accuracy

82.55±0.47%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

CASI University of Houston

CVSSN

http://dx.doi.org/10.1109/tcsvt.2022.3218284

OA@disjoint

82.55±0.47%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

CASI University of Houston

CVSSN

http://dx.doi.org/10.1109/tcsvt.2022.3218284

AA@disjoint

85.64±0.98%

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

CASI University of Houston

CVSSN

http://dx.doi.org/10.1109/tcsvt.2022.3218284

Kappa@disjoint

0.8115±0.0050

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Salinas

JigsawHSI

https://arxiv.org/abs/2206.02327v3

OA@200

100.00

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Salinas

FPGA

https://arxiv.org/abs/2011.05670v1

OA@200

99.92

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Salinas

FPGA

https://arxiv.org/abs/2011.05670v1

AA@200

99.91

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Salinas

FPGA

https://arxiv.org/abs/2011.05670v1

Kappa@200

0.9991

Hyperspectral Image Segmentation > Hyperspectral > Hyperspectral Image Classification

Salinas

FSKNet

https://arxiv.org/abs/2202.06458v1

Overall Accuracy

99.98%

Explanatory Visual Question Answering

GQA-REX

VCIN

http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html

BLEU-4

58.65

Explanatory Visual Question Answering

GQA-REX

VCIN

http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html

METEOR

41.57

Explanatory Visual Question Answering

GQA-REX

VCIN

http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html

ROUGE-L

81.45

Explanatory Visual Question Answering

GQA-REX

VCIN

http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html

CIDEr

519.23

Explanatory Visual Question Answering

GQA-REX

VCIN

http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html

SPICE

54.63

Explanatory Visual Question Answering

GQA-REX

VCIN

http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html

Grounding

77.33

Explanatory Visual Question Answering

GQA-REX

VCIN

http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html

GQA-val

81.80

Explanatory Visual Question Answering

GQA-REX

VCIN

http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html

GQA-test

60.61

Explanatory Visual Question Answering

GQA-REX

REX-LXMERT

https://arxiv.org/abs/2203.06107v1

BLEU-4

54.79

Explanatory Visual Question Answering

GQA-REX

REX-LXMERT

https://arxiv.org/abs/2203.06107v1

METEOR

39.51

Explanatory Visual Question Answering

GQA-REX

REX-LXMERT

https://arxiv.org/abs/2203.06107v1

ROUGE-L

79.41

Explanatory Visual Question Answering

GQA-REX

REX-LXMERT

https://arxiv.org/abs/2203.06107v1

CIDEr

466.01

Explanatory Visual Question Answering

GQA-REX

REX-LXMERT

https://arxiv.org/abs/2203.06107v1

SPICE

49.98

Explanatory Visual Question Answering

GQA-REX

REX-LXMERT

https://arxiv.org/abs/2203.06107v1

Grounding

70.79

Explanatory Visual Question Answering

GQA-REX

REX-LXMERT

https://arxiv.org/abs/2203.06107v1

GQA-val

78.19

Explanatory Visual Question Answering

GQA-REX

REX-LXMERT

https://arxiv.org/abs/2203.06107v1

GQA-test

58.15

Explanatory Visual Question Answering

GQA-REX

REX-VisualBert

https://arxiv.org/abs/2203.06107v1

BLEU-4

54.59

Explanatory Visual Question Answering

GQA-REX

REX-VisualBert

https://arxiv.org/abs/2203.06107v1

METEOR

39.22

Explanatory Visual Question Answering

GQA-REX

REX-VisualBert

https://arxiv.org/abs/2203.06107v1

ROUGE-L

78.56

Explanatory Visual Question Answering

GQA-REX

REX-VisualBert

https://arxiv.org/abs/2203.06107v1

CIDEr

464.20

Explanatory Visual Question Answering

GQA-REX

REX-VisualBert

https://arxiv.org/abs/2203.06107v1

SPICE

46.80

Explanatory Visual Question Answering

GQA-REX

REX-VisualBert

https://arxiv.org/abs/2203.06107v1

Grounding

67.95

Explanatory Visual Question Answering

GQA-REX

REX-VisualBert

https://arxiv.org/abs/2203.06107v1

GQA-val

66.16

Explanatory Visual Question Answering

GQA-REX

REX-VisualBert

https://arxiv.org/abs/2203.06107v1

GQA-test

57.77

Explanatory Visual Question Answering

GQA-REX

VQAE

http://arxiv.org/abs/1803.07464v2

BLEU-4

42.56

Explanatory Visual Question Answering

GQA-REX

VQAE

http://arxiv.org/abs/1803.07464v2

METEOR

34.51

Explanatory Visual Question Answering

GQA-REX

VQAE

http://arxiv.org/abs/1803.07464v2

ROUGE-L

73.59

Explanatory Visual Question Answering

GQA-REX

VQAE

http://arxiv.org/abs/1803.07464v2

CIDEr

358.20

Explanatory Visual Question Answering

GQA-REX

VQAE

http://arxiv.org/abs/1803.07464v2

SPICE

40.39

Explanatory Visual Question Answering

GQA-REX

VQAE

http://arxiv.org/abs/1803.07464v2

Grounding

31.29

Explanatory Visual Question Answering

GQA-REX

VQAE

http://arxiv.org/abs/1803.07464v2

GQA-val

65.19

Explanatory Visual Question Answering

GQA-REX

VQAE

http://arxiv.org/abs/1803.07464v2

GQA-test

57.24

Explanatory Visual Question Answering

GQA-REX

EXP

https://arxiv.org/abs/1809.02805v2

BLEU-4

42.45

Explanatory Visual Question Answering

GQA-REX

EXP

https://arxiv.org/abs/1809.02805v2

METEOR

34.46

Explanatory Visual Question Answering

GQA-REX

EXP

https://arxiv.org/abs/1809.02805v2

ROUGE-L

73.51

Explanatory Visual Question Answering

GQA-REX

EXP

https://arxiv.org/abs/1809.02805v2

CIDEr

357.10

Explanatory Visual Question Answering

GQA-REX

EXP

https://arxiv.org/abs/1809.02805v2

SPICE

40.35

Explanatory Visual Question Answering

GQA-REX

EXP

https://arxiv.org/abs/1809.02805v2

Grounding

33.52

Explanatory Visual Question Answering

GQA-REX

EXP

https://arxiv.org/abs/1809.02805v2

GQA-val

65.17

Explanatory Visual Question Answering

GQA-REX

EXP

https://arxiv.org/abs/1809.02805v2

GQA-test

56.92

Explanatory Visual Question Answering > FS-MEVQA

SME

MEAgent

https://dl.acm.org/doi/abs/10.1145/3664647.3681597

BLEU-4

67.91

Explanatory Visual Question Answering > FS-MEVQA

SME

MEAgent

https://dl.acm.org/doi/abs/10.1145/3664647.3681597

METEOR

50.55

Explanatory Visual Question Answering > FS-MEVQA

SME

MEAgent

https://dl.acm.org/doi/abs/10.1145/3664647.3681597

ROUGE-L

79.41

Explanatory Visual Question Answering > FS-MEVQA

SME

MEAgent

https://dl.acm.org/doi/abs/10.1145/3664647.3681597

CIDEr

510.44

Explanatory Visual Question Answering > FS-MEVQA

SME

MEAgent

https://dl.acm.org/doi/abs/10.1145/3664647.3681597

SPICE

64.09

Explanatory Visual Question Answering > FS-MEVQA

SME

MEAgent

https://dl.acm.org/doi/abs/10.1145/3664647.3681597

Detection

29.09

Explanatory Visual Question Answering > FS-MEVQA

SME

MEAgent

https://dl.acm.org/doi/abs/10.1145/3664647.3681597

ACC

51.45

Explanatory Visual Question Answering > FS-MEVQA

SME

MEAgent

https://dl.acm.org/doi/abs/10.1145/3664647.3681597

#Learning Samples (N)

16

Explanatory Visual Question Answering > FS-MEVQA

SME

GPT-4-1106-Vision-Preview

https://arxiv.org/abs/2303.08774v5

BLEU-4

45.51

Explanatory Visual Question Answering > FS-MEVQA

SME

GPT-4-1106-Vision-Preview

https://arxiv.org/abs/2303.08774v5

METEOR

35.17

Explanatory Visual Question Answering > FS-MEVQA

SME

GPT-4-1106-Vision-Preview

https://arxiv.org/abs/2303.08774v5

ROUGE-L

52.67

Explanatory Visual Question Answering > FS-MEVQA

SME

GPT-4-1106-Vision-Preview

https://arxiv.org/abs/2303.08774v5

CIDEr

269.68