SlowGuess/NeurIPS_2023_OCR huggingface dataset:
Table 6: Templates of occlusion questions
Templates	Count
What is the <attribute> of the <object> that is occluded?	4
What is the <attribute> of the <object 1> that is occluded by the <object 2> ?	4
What is the <attribute> of the <object 1> that occludes the <object 2> ?	4
Is the <part> of the <object> occluded?	1
Which part of the <object> is occluded?	1
What is the <attribute> of the <object> whose <part> is occluded?	4
What is the <attribute> of the <part> which belongs to an occluded <object> ?	3
What is the <attribute> of the <part 1> which belongs to the <object> whose <part 2> is occluded?	3
Is the <part> of the <object 1> occluded by the <object 2>	1
What is the <attribute> of the <object 1> whose <part> is occluded by the <object 2> ?	4
What is the <attribute> of the <part> which belongs to <object 1> which is occluded by the <object 2>	3
What is the <attribute> of the <part 1> which belongs to the same object whose <part 2> is occluded by the <object 2> ?	3
Table 7: Accuracy value and relative drop for pose questions wrt. occlusion ratio
Occlusion Ratio	0	5	10	15	20	25	30
PNSVQA	Accuracy	87.43	74.09	74.09	63.16	62.01	60.33	58.52
Drop	0.00%	15.26%	15.26%	27.76%	29.08%	31.00%	33.07%
PNSVQA + Projection	Accuracy	86.30	74.61	67.20	66.78	60.26	56.52	55.56
Drop	0.00%	13.54%	22.13%	22.62%	30.17%	34.51%	35.63%
Ours	Accuracy	86.43	86.05	84.32	75.00	79.44	73.22	67.98
Drop	0.00%	0.44%	2.44%	13.22%	8.09%	15.28%	21.35%
Table 8: Accuracy value and relative drop for occlusion + part wrt. part size
Part Size	max	300	150	100	50	20
PNSVQA	Accuracy	58.18	54.98	54.05	52.09	45.20	21.28
Drop	0.00%	5.49%	7.10%	10.47%	22.31%	63.43%
PNSVQA + Projection	Accuracy	61.85	50.64	56.77	53.97	55.29	45.83
Drop	0.00%	18.11%	8.20%	12.74%	10.60%	25.89%
Ours	Accuracy	81.68	75.32	77.20	71.54	67.00	53.19
Drop	0.00%	7.78%	5.49%	12.41%	17.97%	34.88%
Table 9: Accuracy value and relative drop for part wrt. part size
Part Size	max	300	150	100	50	20
PNSVQA	Accuracy	57.31	51.00	37.50	44.18	40.85	29.73
Drop	0.00%	11.02%	34.57%	22.92%	28.73%	48.12%
PNSVQA + Projection	Accuracy	58.89	57.54	42.64	43.20	46.73	38.67
Drop	0.00%	2.30%	27.60%	26.65%	20.65%	34.34%
Ours	Accuracy	64.04	64.80	60.16	57.03	49.05	55.41
Drop	0.00%	-1.19%	6.06%	10.94%	23.41%	13.48%