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Papers Benchmarks Datasets Tasks

Spectral Unmixing research benchmarks · SOTA2 Research

Spectral Unmixing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

BioSR Microtubule/CCP, mTurquoise, 32-band v1 (test)

54.78PSNR

90

Mar 26, 2026

BioSR Microtubule/CCP, mTurquoise, 5-band v1 (test)

55.13PSNR

60

Mar 26, 2026

CellAtlas S.7 (test)

0.988µMS3IM

56

Mar 26, 2026

BioSR ER/CCP mTurquoise 32 bands

53.29PSNR

30

Mar 26, 2026

BioSR ER and CCP structures mTurquoise 5 bands

52.6PSNR

30

Mar 26, 2026

BioSR ER/CCP, 5 bands S.3 (test)

54.29PSNR

30

Mar 26, 2026

CellAtlas Same total photon budget

31.54PSNR

28

Mar 26, 2026

CellAtlas Same per-band SNR

36.68PSNR

28

Mar 26, 2026

CellAtlas 20ms exposure

36.68PSNR

8

Mar 26, 2026

CellAtlas 10ms exposure

36.66PSNR

8

Mar 26, 2026

CellAtlas 5ms exposure

34.03PSNR

8

Mar 26, 2026

CellAtlas 2ms exposure

27.14PSNR

8

Mar 26, 2026

BioSR 300ms exposure

46.77PSNR

8

Mar 26, 2026

BioSR 100ms exposure

45.9PSNR

8

Mar 26, 2026

BioSR 20ms exposure

44.42PSNR

8

Mar 26, 2026

BioSR 10ms exposure

38.55PSNR

8

Mar 26, 2026

HHMI25 20ms exposure (test)

39.22PSNR

7

Mar 26, 2026

HHMI25 10ms exposure (test)

36.91PSNR

7

Mar 26, 2026

HHMI25 5ms exposure (test)

34.69PSNR

7

Mar 26, 2026

HHMI25 2ms exposure (test)

29.02PSNR

7

Mar 26, 2026

Computer-simulated phantom (test)

0.011MSE

6

Feb 26, 2026

Popular datasets

BioSR CellAtlas HHMI HHMI25 Computer-simulated phantom

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