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Information Retrieval on PIRE multi-chunk

81R@10

ChunkNorris

Updated 4d ago

Evaluation Results

Method
ChunkNorris 2025.11	81	59
ChunkNorris 2025.11	79	52
ChunkNorris 2025.11	78	56
Open-Parse-U 2025.11	75	54
ChunkNorris 2025.11	74	56
ChunkNorris 2025.11	72	50
Open-Parse-P 2025.11	72	54
PyPDF 2025.11	72	51
Marker 2025.11	72	48
Docling 2025.11	71	49
Open-Parse-P 2025.11	71	52
Open-Parse-U 2025.11	71	50
Open-Parse-P 2025.11	71	51
ChunkNorris 2025.11	70	49
PyPDF 2025.11	70	51
Marker 2025.11	70	49
Open-Parse-U 2025.11	70	50
ChunkNorris 2025.11	69	50
Docling 2025.11	68	48
Open-Parse-P 2025.11	68	50
Open-Parse-U 2025.11	68	50
Docling 2025.11	67	53
Docling 2025.11	66	48
PyPDF 2025.11	66	46
ChunkNorris 2025.11	65	50
PyPDF 2025.11	65	45
Marker 2025.11	64	41
ChunkNorris 2025.11	63	30
Open-Parse-P 2025.11	63	46
Marker 2025.11	62	43
Marker 2025.11	62	44
Open-Parse-P 2025.11	62	46
Open-Parse-U 2025.11	62	44
Marker 2025.11	61	44
PyPDF 2025.11	61	44
PyPDF 2025.11	61	43
Marker 2025.11	60	42
Open-Parse-U 2025.11	60	42
ChunkNorris 2025.11	60	42
Docling 2025.11	60	49
Docling 2025.11	59	44
PyPDF 2025.11	59	42
ChunkNorris 2025.11	58	44
Marker 2025.11	58	40
Open-Parse-P 2025.11	58	42
Open-Parse-U 2025.11	58	43
Docling 2025.11	57	42
Docling 2025.11	56	41
PyPDF 2025.11	56	43
Docling 2025.11	56	39
Open-Parse-P 2025.11	55	43
Docling 2025.11	54	40
Open-Parse-U 2025.11	53	42
ChunkNorris 2025.11	52	41
ChunkNorris 2025.11	52	40
Docling 2025.11	51	34
Docling 2025.11	48	35
Open-Parse-U 2025.11	48	36
Open-Parse-U 2025.11	47	37
Open-Parse-P 2025.11	44	34
Open-Parse-U 2025.11	43	33
Open-Parse-P 2025.11	43	34
ChunkNorris 2025.11	42	27
Open-Parse-U 2025.11	42	32
Open-Parse-P 2025.11	41	34
Open-Parse-U 2025.11	40	30
ChunkNorris 2025.11	40	22
ChunkNorris 2025.11	39	25
Open-Parse-P 2025.11	39	36
Open-Parse-P 2025.11	39	33
Open-Parse-P 2025.11	39	31
Open-Parse-U 2025.11	36	28
Docling 2025.11	35	20
Docling 2025.11	34	20
ChunkNorris 2025.11	33	21
Marker 2025.11	32	21
ChunkNorris 2025.11	32	22
Marker 2025.11	31	20
Open-Parse-P 2025.11	31	23
Open-Parse-P 2025.11	30	21
Open-Parse-U 2025.11	30	21
Open-Parse-P 2025.11	28	20
Open-Parse-U 2025.11	28	18
Open-Parse-U 2025.11	25	17
Marker 2025.11	25	15
PyPDF 2025.11	24	18
PyPDF 2025.11	24	18
Marker 2025.11	22	14
Docling 2025.11	20	13
Docling 2025.11	18	11
Open-Parse-P 2025.11	18	12
Docling 2025.11	17	10
Open-Parse-U 2025.11	17	10
PyPDF 2025.11	17	13
Docling 2025.11	15	12
PyPDF 2025.11	15	13