Validation timing detection on M-EDESConv Multilingual benchmark leaderboard · SOTA2 Research

Validation timing detection on M-EDESConv Multilingual

70.82Macro-F1 (Overall)Human

Evaluation Results

Method	Links
Human2026.06		70.82	66.2	88.67	75.78
MEGUMI2026.06		63.71	51.07	66.11	57.62
MEGUMI2026.06		61.15	64.2	52	57.46
mBERT2026.06		59.1	45.16	74.15	56.14
XLM-RoBERTa2026.06		59.03	45.19	76.96	56.94
XLM-RoBERTa2026.06		58.85	60.23	53	56.38
mBERT2026.06		58.8	60.47	52	55.91
GPT 4o Nano2026.06		51.76	52.14	46.8	49.31
GPT 4o Nano2026.06		51.68	41.43	79.25	54.41
GPT 4o Nano2026.06		49.5	53.01	88	66.17
Random Baseline2026.06		49.23	36.45	50.35	42.3
Random Baseline2026.06		48.68	48.71	47.6	48.13
GPT 4o Nano2026.06		46.75	40.02	87.04	54.99
GPT 4o Nano2026.06		46.54	52.89	95.4	68.05
GPT 4o Nano2026.06		42.19	39.16	92.88	55.09
Llama 3.1 8b2026.06		42.02	51.85	98	67.82
Llama 3.1 8b2026.06		39.12	51.04	98	67.12
Llama 3.1 8b2026.06		37.18	37.72	93.75	53.79
Llama 3.1 8b2026.06		36.54	50.16	96.8	66.07
Llama 3.1 8b2026.06		35.69	37.49	94.84	53.73
Llama 3.1 8b2026.06		34.42	36.4	90.81	51.97