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Visual Dialog on VisDial v1.0 (test-std)

75.13NDCG

VD-BERT

Updated 4d ago

Evaluation Results

Method
VD-BERT 2019.11	75.13	50	38.28	60.93	77.28	6.9
P1_P2 2019.11	74.91	49.13	36.68	62.98	78.55	7.03
LTMI 2019.11	74.88	52.14	38.93	66.6	80.65	6.53
VD-BERT 2022.05	74.54	46.72	33.15	61.58	77.15	7.18
VisDial-BERT 2022.05	74.47	50.74	37.95	64.13	80	6.28
UTC 2022.05	74.32	50.24	37.12	63.98	79.88	6.48
SGL+KT 2022.05	72.6	58.01	46.2	71.01	83.2	5.85
MCA 2022.05	72.47	37.68	20.67	56.67	72.12	8.89
Student 2022.05	71.76	68.09	55.18	83.68	91.93	3.57
P1+P2 2022.05	71.6	48.58	35.98	62.08	77.23	7.48
LTMI 2019.11	66.53	63.19	49.18	80.45	89.75	4.14
Student 2022.05	64.91	68.44	55.05	85.18	93.35	3.23
ReDAN 2019.11	64.47	53.73	42.45	64.68	75.68	6.63
VisDial-BERT 2022.05	63.87	67.5	53.85	84.68	93.25	3.32
ReDAN 2022.05	61.86	53.13	41.38	66.07	74.5	8.91
MVAN 2020.04	60.92	66.38	53.2	82.45	91.85	3.68
VD-BERT 2022.05	59.96	65.44	51.63	82.23	90.68	3.9
MVAN 2020.04	59.37	64.84	51.45	81.12	90.65	3.97
DAN 2019.02	59.36	64.92	51.28	81.6	90.88	3.92
DAN 2019.11	59.36	64.92	51.28	81.6	90.88	3.92
NMN 2019.04	58.1	58.8	44.15	76.88	86.88	4.81
Synergistic 2019.02	57.88	63.42	49.3	80.77	90.68	3.97
Synergistic 2019.11	57.88	63.42	49.3	80.77	90.68	3.97
DAN 2020.04	57.59	63.2	49.63	79.75	89.35	4.3
DAN 2020.04	57.59	63.2	49.63	79.75	89.35	4.3
DAN 2022.05	57.59	63.2	49.63	79.75	89.35	4.3
DL-G1 2019.11	57.32	62.2	47.9	80.43	89.95	4.17
Synergistic 2020.04	57.32	62.2	47.9	80.43	89.95	4.17
Synergistic 2020.04	57.32	62.2	47.9	80.43	89.95	4.17
Synergistic 2022.05	57.32	62.2	47.9	80.43	89.95	4.17
FGA 2019.04	57.2	69.3	55.65	86.73	94.05	3.14
HACAN 2020.04	57.17	64.22	50.88	80.63	89.45	4.2
HACAN 2020.04	57.17	64.22	50.88	80.63	89.45	4.2
FGA 2019.04	56.9	66.2	52.75	82.92	91.07	3.8
CAG 2020.04	56.64	63.49	49.85	80.63	90.15	4.11
CAG 2020.04	56.64	63.49	49.85	80.63	90.15	4.11
USTC-YTH 2019.02	56.47	61.44	47.65	78.13	87.88	4.65
DualVD 2019.11	56.32	63.23	49.25	80.23	89.7	4.11
DualVD 2020.04	56.32	63.23	49.25	80.23	89.7	4.11
RvA 2019.11	55.59	63.03	49.03	80.4	89.83	4.18
RVA 2020.04	55.59	63.03	49.03	80.4	89.83	4.18
RVA 2020.04	55.59	63.03	49.03	80.4	89.83	4.18
RvA 2022.05	55.59	63.03	49.03	80.4	89.83	4.18
MS ConvAI 2019.02	55.35	63.27	49.53	80.4	89.6	4.15
MTN 2019.07	55.33	-	-	-	-	-
CorefMN 2019.11	54.7	61.5	47.55	78.1	88.8	4.4
CorefNMN 2019.07	54.7	-	-	-	-	-
CorefNMN 2019.04	54.7	61.5	47.55	78.1	88.8	4.4
CorefNMN 2020.04	54.7	61.5	47.55	78.1	88.8	4.4
DVAN 2020.04	54.7	62.58	48.9	79.35	89.03	4.36
CorefNMN 2020.04	54.7	61.5	47.55	78.1	88.8	4.4
CorefNMN 2022.05	54.7	61.5	47.55	78.1	88.8	4.4
FGA 2019.04	54.5	67.3	53.4	85.28	92.7	3.54
VGNN 2019.11	52.82	61.37	47.33	77.98	87.83	4.57
GNN 2020.04	52.82	61.37	47.33	77.98	87.83	4.57
FGA 2019.04	52.1	63.7	49.58	80.97	88.55	4.51
FGA 2020.04	52.1	63.7	49.58	80.97	88.55	4.51
FGA 2019.11	52.1	67.3	53.4	85.28	92.7	3.54
FGA 2020.04	52.1	63.7	49.58	80.98	88.55	4.51
FGA 2022.05	52.1	63.7	49.58	80.97	88.55	4.51
MN-Att 2019.11	49.58	56.9	42.43	74	84.35	5.59
MN 2019.11	47.5	55.49	40.98	72.3	83.3	5.92
MN 2019.07	47.5	-	-	-	-	-
MN 2019.04	47.5	55.5	40.98	72.3	83.3	5.92
MN 2020.04	47.5	55.49	40.98	72.3	83.3	5.92
MN 2020.04	47.5	55.49	40.98	72.3	83.3	5.92
HRE 2019.04	45.5	54.2	39.93	70.45	81.5	6.41
HRE 2019.11	45.46	54.16	39.93	70.47	81.5	6.41
HRE 2019.07	45.46	-	-	-	-	-
HRE 2020.04	45.46	54.16	39.93	70.45	81.5	6.41
HRE 2020.04	45.46	54.16	39.93	70.45	81.5	6.41
LF 2019.11	45.31	55.42	40.95	72.45	82.83	5.95
LF 2019.07	45.31	-	-	-	-	-
LF 2020.04	45.31	55.42	40.95	72.45	82.83	5.95
LF 2020.04	45.31	55.42	40.95	72.45	82.83	5.95
LF 2019.04	45.3	55.4	40.95	72.45	82.83	5.95
LF-Att 2019.11	40.76	57.07	42.08	74.82	85.05	5.41