Image Retrieval on THINGS-EEG (test)

61.9Top-1 Accuracy (Subject 1)CogCapPro(F)

Updated 1mo ago

Evaluation Results

Method
CogCapPro(F)2026.03	61.9	91.5	59.4	90.9	62.2	91.9	67	94.6	45.2	78.8	64.3	91.8	58	90.4	73.2	95.7	55	88.6	65.8	93.6	61.2	90.8
CogCapPro(I)2026.03	54.2	83.2	50.5	82.9	49.5	85.6	56.5	85.4	40.9	74	52.3	86.2	50.8	79.5	63.1	90	49.5	81.7	59.3	86.5	52.7	83.5
ATS2026.03	53	79	62	87.5	61.5	89	57	86.5	55	84	68	90.5	53	84	66.5	91	58.5	86	67.5	89	60.2	86.7
UBP2026.03	41.2	70.5	51.2	80.9	51.2	82	51.1	76.9	42.2	72.8	57.5	83.5	49	79.9	58.6	85.8	45.1	76.2	61.5	88.2	50.9	79.7
VE-SDN2026.03	32.6	63.7	34.4	69.9	38.7	73.5	39.8	72	29.4	58.6	34.5	68.8	34.5	68.3	49.3	79.8	39	69.6	39.8	75.3	37.2	69.9
CogCap2026.03	31.4	79.6	31.4	77.8	38.1	85.6	40.3	85.8	24.4	66.3	34.8	78.7	34.6	80.9	48.1	88.6	37.4	79.3	35.5	79.2	35.6	80.2
CogCapPro(E)2026.03	29.2	62.9	27.3	64	32.8	65.6	36.8	68.8	24.3	56.1	34.8	68.1	25.5	61.1	35.3	71.7	24.1	59.1	29.1	66.4	29.9	64.4
SUP-MCRL2026.06	27.9	57.1	28.7	58.3	11.3	31.7	21.4	49.7	22.9	49.4	20.9	48.5	21.9	45.9	28.4	60.6	27.9	61.8	28.3	65.6	24	52.9
MB2C2026.03	23.6	56.3	22.6	50.5	26.3	60.1	34.8	67	21.3	53	31	62.3	35	64.8	39	69.3	27.5	59.3	33.1	70.8	28.4	60.3
ATM-S2026.03	23.6	50.4	22	54.5	24	62.4	31.4	60.9	12.9	43	21.4	51.1	20.5	51.5	38.8	72	34.4	51.5	29.1	63.5	25.5	60.4
CogCapPro(D)2026.03	17.8	47	15	40.8	19.7	47.3	19.7	51.2	12.1	34.8	15.8	42.2	18.8	44.5	20.2	47.9	17.5	43.4	18.5	43.9	17.5	44.3
NICE-G2026.03	15.2	40.1	13.9	40.1	15.7	42.7	17.6	48.9	9	29.7	16.3	44.4	14.9	43.1	20.3	52.1	14.1	39.7	19.6	46.7	15.6	42.8
NICE-S2026.03	13.3	40.2	13.1	36.1	15.3	42.6	20.9	52	9.8	34.4	14.2	42.4	17.9	43.6	28.2	50.2	14.4	38.7	16	42.8	16.7	41.7
NICE2026.03	13.2	39.5	12.5	40.3	14.5	42.7	15.3	39.6	10.1	31.5	16.5	44	17	42.1	12.9	56.1	15.4	41.6	17.4	45.8	14.1	43.6
Neural-MCRL2026.06	13	31.5	12	30.5	14.5	35.5	12.5	35	11.5	29	13.5	35.5	14	36	18.5	38.5	13.5	32.5	17	39	14	34.3
SFTG2026.06	12	32.9	17.3	29.4	10.7	29.6	14.3	36.4	9.1	37.1	12.4	35.8	12.1	27	14.1	35.8	16.4	44	17.8	45.9	13.6	35.3
UBP2026.06	11.4	29.7	15.4	40.1	9.7	27.2	13	32.5	8.8	34	11.6	30.9	10.4	23.8	12.2	32.1	15.4	40.5	16.2	43.7	12.4	33.4
CogCapPro(T)2026.03	10.9	31.9	13	34.6	12.3	36.2	17.4	43.6	11.4	30.5	15	40.3	15.4	40.8	17.3	44.9	13.3	38	16	44.8	14.2	38.6
ATM-S2026.06	10.4	26.9	7	24.9	11.9	33.9	14.7	39.3	6.9	23.9	11.2	35.7	16.3	43.5	14.9	40.5	5.1	22.6	20.5	46.6	11.8	33.7
NICE-SA2026.06	8.8	23.4	7.5	17.9	6.9	16.3	4.9	12.6	9.3	24.2	4.6	11.5	7.4	20.1	6.4	16.9	5.4	15	5.4	14.7	6.6	17.2
NICE-GA2026.06	8.4	23	7	17.7	6.4	15.9	4.5	12.4	8.7	23.1	4.2	11	7.4	19.7	6.1	16.1	5.2	14.7	5	14.6	6.2	16.8
NICE2026.06	8	23	6.8	17.2	6.3	16.1	4.6	12.4	8.5	23.7	4	10.6	6.9	19.2	6	16.2	4.9	14.4	4.9	14.2	6	16.7
BraVL2026.06	7.2	20	6.1	15.4	6	14.8	4.1	11.1	7.9	22.8	3.7	9.9	6.1	18	5.3	14.8	4.6	13.1	4.3	12.9	5.5	15.2
BraVL2026.03	6.1	17.9	4.9	14.9	5.6	17.4	5	15.1	4	13.4	6	18.2	6.5	20.4	8.8	23.7	4.3	14	7	19.7	5.8	17.5