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Spectral Compressive Imaging reconstruction on 10 simulated scenes

39.91PSNR (Scene 1)

DPU-9stg

Updated 1mo ago

Evaluation Results

Method	Links
DPU-9stg 2025.11		39.91	96.8	41.99	98.1	44.1	98	48.33	99	38.07	97.8	38.58	97.8	39.13	97.1	36.9	97.5	42.88	98.1	36.36	97	40.52	97.7
LRDUN-6stg 2025.11		39.48	97	40.44	97.3	42.96	97.9	48.11	99.2	38.76	98.1	37.91	97.4	39.62	97.6	37.52	97.2	42.59	98.1	35.59	96.5	40.3	97.6
LRDUN-9stg 2025.11		39.45	97.3	40.97	97.9	43.63	98.2	48.76	99.3	39.36	98.4	38.99	98	40.24	97.9	38.28	98.1	43.39	98.5	36.52	97.3	40.96	98.2
LRDUN-9stg* 2025.11		39.34	97.1	40.68	97.5	43.39	98.1	48.57	99.3	39.14	98.2	38.78	97.9	40.02	97.6	37.96	98	43.12	98.4	36.49	97.2	40.75	97.9
MiJUN-9stg 2025.11		39.26	97.3	41.78	98.3	44.31	98.3	48.53	99.4	39.3	98.5	38.22	97.9	41	98.3	36.72	97.8	43.84	98.5	35.56	96.7	40.86	98.2
SSR-L 2025.11		39.07	97	42.04	98.1	44.49	98	48.8	99	38.64	98	38.5	97.8	39.16	97.1	36.96	97.6	43.12	98.2	36.08	96.8	40.69	97.8
LRDUN-3stg 2025.11		38.39	96.4	39.66	96.9	42.07	97.6	47.43	98.8	38.08	97.7	37.1	97.1	38.47	97	36.5	96.6	41.26	97.6	35.4	96.1	39.44	97.2
LADE-DUN-9stg 2025.11		38.08	96.9	41.84	98.2	43.77	98.3	47.99	99.3	37.97	98	38.3	98	38.82	97.3	36.15	97.9	42.53	98.4	35.48	97	40.09	97.9
RDLUF-9stg 2025.11		37.94	96.6	40.95	97.7	43.25	97.9	47.83	99	37.11	97.6	37.47	97.5	38.58	96.9	35.5	97	41.83	97.8	35.23	96.2	39.57	97.4
PADUT-12stg 2025.11		37.36	96.2	40.43	97.8	42.38	97.9	46.62	99	36.26	97.4	37.27	97.4	37.83	96.6	35.33	97.4	40.86	97.8	34.55	96.3	38.89	97.4
DAUHST-9stg 2025.11		37.25	95.8	39.02	96.7	41.05	97.1	46.15	98.3	35.8	96.9	37.08	97	37.57	96.3	35.1	96.6	40.02	97	34.59	95.6	38.36	96.7
BIRNAT 2025.11		36.79	95.1	37.89	95.7	40.61	97.1	46.94	99.5	35.42	96.4	35.3	95.9	36.58	95.5	33.96	95.6	39.47	97	32.8	93.8	37.58	96
S2Transformer 2025.11		36.17	94.9	37.57	95.8	37.29	95.7	42.96	97.5	34.4	96	36.44	96.5	35.41	94.6	34.5	96.2	36.54	95.9	33.57	95.2	36.48	95.8
CST-L 2025.11		35.96	94.9	36.84	95.5	38.16	96.2	42.44	97.5	33.25	95.2	35.72	96.3	34.86	94.4	34.34	96.1	36.51	95.7	33.09	94.5	36.12	95.7
MST-L 2025.11		35.4	94.1	35.87	94.4	36.51	95.3	42.27	97.3	32.77	94.7	34.8	95.5	33.66	92.5	32.67	94.8	35.39	94.9	32.5	94.1	35.18	94.8
GAP-Net 2025.11		33.74	91.1	33.26	90	34.28	92.9	41.03	96.7	31.44	91.9	32.4	92.5	32.27	90.2	30.46	90.5	33.51	91.5	30.24	89.5	33.26	91.7
DGSMP 2025.11		33.26	91.5	32.09	89.8	33.06	92.5	40.54	96.4	28.86	88.2	33.08	93.7	30.74	88.6	31.55	92.3	31.66	91.1	31.44	92.5	32.63	91.7
DIP-HSI 2025.11		32.68	89	27.26	83.3	31.3	91.4	40.54	96.2	29.79	90	30.39	87.7	28.18	91.3	29.44	87.4	34.51	92.7	28.51	85.1	31.26	89.4
TSA-Net 2025.11		32.03	89.2	31	85.8	32.25	91.5	39.19	95.3	29.39	88.4	31.44	90.8	30.32	87.8	29.35	88.8	30.01	89	29.59	87.4	31.46	89.4
λ-Net 2025.11		30.1	84.9	28.49	80.5	27.73	87	37.01	93.4	26.19	81.7	28.64	85.3	26.47	80.6	26.09	83.1	27.5	82.6	27.13	81.6	28.53	84.1
DeSCI 2025.11		27.13	74.8	23.04	62	26.62	81.8	34.96	89.7	23.94	70.6	22.38	68.3	24.45	74.3	22.03	67.3	24.56	73.2	23.59	58.7	25.27	72.1
GAP-TV 2025.11		26.82	75.4	22.89	61	26.31	80.2	30.65	85.2	23.64	70.3	21.85	66.3	23.76	68.8	21.98	65.5	22.62	68.2	23.1	58.4	24.36	69
TwIST 2025.11		25.16	70	23.02	60.4	21.4	71.1	30.19	85.1	21.41	63.5	20.95	64.4	22.2	64.3	21.82	65	22.42	69	22.67	58.4	23.12	66.9