Lithology Classification on SEAM benchmark leaderboard · SOTA2 Research

Lithology Classification on SEAM

86.47PrecisionGeoMind

Evaluation Results

Method	Links
GeoMind2026.04		86.47	86.19	85.84
InceptionTime2026.04		85.35	85.78	85.37
MOMENT2026.04		84.92	86.09	85.15
GPT4TS2026.04		84.86	84.67	84.25
MiniRocket2026.04		84.42	86.07	85.83
InstructTime2026.04		83.89	85.53	84.28
XGBoost2026.04		83.79	87.07	83.55
MLP2026.04		83.64	85.92	84.26
TableTime2026.04		83.35	84.19	83.67
GBDT2026.04		81.84	85.22	83.93
LSTMFCN2026.04		81.2	85.9	83.12
nn-DTW2026.04		81.12	82.76	82.43
MLP2026.05		0.7776	0.7313	0.7647
GeoDecider2026.05		0.7765	0.782	0.7803
InstructTime2026.05		0.7752	0.7348	0.7659
InceptionTime2026.05		0.7747	0.7359	0.7667
LSTMFCN2026.05		0.7658	0.7353	0.7694
nn-DTW2026.05		0.7656	0.3694	0.4396
XGBoost2026.05		0.7579	0.7707	0.7355
MiniRocket2026.05		0.7501	0.7302	0.7667
GBDT2026.05		0.7468	0.7268	0.7626
GPT4TS2026.05		0.7412	0.7612	0.7489
UniTS2026.05		0.7388	0.7156	0.7745
MOMENT2026.05		0.7256	0.7092	0.7315
TableTime2026.05		0.6521	0.5844	0.6288