Coreference Resolution on CIN (test) benchmark leaderboard · SOTA2 Research

Coreference Resolution on CIN (test)

49.67MUC RecallClaude3

Evaluation Results

Method	Links
Claude32026.06		49.67	39.66	41.21	90.04	85.5	86.58	76.86	88.17	80.91	69.57
PA-MCR2026.06		41.79	42.42	39.28	90.31	91.37	90.31	85.91	88.11	86.48	72.02
SA-MCR2026.06		39.83	44.7	41.43	72.42	90.27	80.32	66.51	96.63	78.38	66.71
Qwen2.52026.06		39.63	39.49	36.67	82.72	85.76	83.66	70.56	87.82	77.46	65.93
CLIP2026.06		38.08	16.99	21.67	89.71	61.98	70.99	51.37	75.2	59.27	50.64
QWen2.5-VL2026.06		37.48	40.71	36.32	86.65	92.41	89	83.11	87.16	84.38	69.9
VR-CLIP2026.06		33.28	22.72	25.2	88.28	77.19	81.6	69.02	82.04	74.29	60.36
Semi-MCR2026.06		31.11	35.25	31.86	70.63	87.85	78.06	63.99	93.44	75.47	61.79
WS-MCR2026.06		24.87	18.34	19.19	—	—	—	—	—	—	—
MAF2026.06		19.07	15.62	15.65	—	—	—	—	—	—	—
VisualBERT2026.06		18.17	6.08	8.06	69.01	36.08	41.03	21.25	57.1	28.67	25.92
UNITER2026.06		16.92	7.15	8.83	68.34	44.29	50.22	28.12	72.78	38.91	32.65
VinVL2026.06		16.76	8.6	9.75	68.49	62.32	61.3	42.88	80.81	53.69	41.58
Longdoc2026.06		7.79	8.43	7.24	62.27	76.1	67.69	48.77	84.95	61.02	45.31
Rule-Based2026.06		5.6	10.13	6.4	—	—	—	—	—	—	—
LLaVA-OV2026.06		0.2	17.59	11.17	75.83	94.88	83.75	77.21	82.38	78.8	57.91
Neural Coref2026.06		0.11	0.17	0.13	—	—	—	—	—	—	—