ResearchBenchmarksLithology Classification on Daqing Oilfield dataset private (blind test well)Lithology Classification on Daqing Oilfield dataset private (blind test well)Follow95.4AccuracyGIAT76.05681.07886.191.122Mar 10, 2026Evaluation resultsMethodMethodLinksAccuracyPrecisionRecallKappaGIAT2026.0395.494.2950.94DRSN-GAF2026.0388.987.788.50.85ReFormer2026.0384.182.983.70.78Transformer2026.0381.580.381.10.75ResGAT2026.0379.177.978.70.72BiLSTM2026.0376.875.676.40.7