Depth Estimation on Heidelberg Light Field Benchmark benchmark leaderboard · SOTA2 Research

Depth Estimation on Heidelberg Light Field Benchmark

36.53Boxes PSNR (dB)Plane Sweeping (baseline)

Evaluation Results

Method	Links
Plane Sweeping (baseline)2025.08		36.53	349.1	35.02	322.8	27.34	362	32.96
Zhang et al.2025.08		33.7	95	34.5	92	26.4	98	31.53
Zhang et al.2025.08		33.1	310	32.8	298	24.6	321	30.17
Liu et al.2025.08		32.8	78	34.2	75	26.1	80	31.03
Wang et al.2025.08		31.5	61	33.6	59	25.6	63	30.23
Sohn et al.2025.08		30.2	52	33.1	50	25.1	54	29.47
Li et al.2025.08		29.4	45	32.1	43	24.8	46.5	28.77
Yucer et al.2025.08		28.4	280	30.2	261	22.7	294	27.1
Jin et al.2025.08		27.8	30	31.5	28.5	23.4	31.2	27.57
DSER (Ours) — EPI2 Final2025.08		26.3	20	32.96	19.8	26.86	21	28.71
EPI1 (baseline)2025.08		25.57	191.3	30.71	194.3	20.64	185.8	25.64
DSER (Ours) — EPI-FCR Level 02025.08		25.57	191.3	30.71	194.3	20.64	185.8	25.64
Zhang et al.2025.08		25.1	140	30.1	138	22.5	135	25.9
Gao et al.2025.08		24.3	155	29.5	160	21.8	148	25.2
LSG2025.08		23.11	19.9	28.65	19.4	20.33	21.8	24.03
Anisimov et al.2025.08		21.3	12.4	25.4	11.9	18.1	13.2	21.6
Kim et al.2025.08		19.84	—	22.11	—	16.5	—	19.48