List your company
ResearchFormerly WizWand

Information Retrieval on PIRE multi-chunk

81R@10ChunkNorris
12.3630.184865.82Nov 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ChunkNorrisParser=ChunkNorris, Chunker=ChunkNorris, Embedding Model=BGE, Embedding Parameters=335M2025.118159
ChunkNorrisParser=ChunkNorris, Chunker=ChunkNorris, Embedding Model=BGE, Embedding Parameters=109M2025.117952
ChunkNorrisParser=ChunkNorris, Chunker=ChunkNorris, Embedding Model=BGE, Embedding Parameters=33M2025.117856
Open-Parse-UParser=Open-Parse-U, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=305M2025.117554
ChunkNorrisParser=ChunkNorris, Chunker=ChunkNorris, Embedding Model=Snowflake, Embedding Parameters=305M2025.117456
ChunkNorrisParser=ChunkNorris, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=305M2025.117250
Open-Parse-PParser=Open-Parse-P, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=305M2025.117254
PyPDFParser=PyPDF, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=305M2025.117251
MarkerParser=Marker, Chunker=Page, Embedding Model=BGE, Embedding Parameters=335M2025.117248
DoclingParser=Docling, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=305M2025.117149
Open-Parse-PParser=Open-Parse-P, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=305M2025.117152
Open-Parse-UParser=Open-Parse-U, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=305M2025.117150
Open-Parse-PParser=Open-Parse-P, Chunker=RC, Embedding Model=BGE, Embedding Parameters=335M2025.117151
ChunkNorrisParser=ChunkNorris, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=305M2025.117049
PyPDFParser=PyPDF, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=305M2025.117051
MarkerParser=Marker, Chunker=RC, Embedding Model=BGE, Embedding Parameters=335M2025.117049
Open-Parse-UParser=Open-Parse-U, Chunker=RC, Embedding Model=BGE, Embedding Parameters=335M2025.117050
ChunkNorrisParser=ChunkNorris, Chunker=Page, Embedding Model=BGE, Embedding Parameters=335M2025.116950
DoclingParser=Docling, Chunker=Page, Embedding Model=BGE, Embedding Parameters=335M2025.116848
Open-Parse-PParser=Open-Parse-P, Chunker=Page, Embedding Model=BGE, Embedding Parameters=335M2025.116850
Open-Parse-UParser=Open-Parse-U, Chunker=Page, Embedding Model=BGE, Embedding Parameters=335M2025.116850
DoclingParser=Docling, Chunker=Docling, Embedding Model=BGE, Embedding Parameters=335M2025.116753
DoclingParser=Docling, Chunker=Docling, Embedding Model=BGE, Embedding Parameters=33M2025.116648
PyPDFParser=PyPDF, Chunker=RC, Embedding Model=BGE, Embedding Parameters=335M2025.116646
ChunkNorrisParser=ChunkNorris, Chunker=RC, Embedding Model=BGE, Embedding Parameters=335M2025.116550
PyPDFParser=PyPDF, Chunker=Page, Embedding Model=BGE, Embedding Parameters=335M2025.116545
MarkerParser=Marker, Chunker=Page, Embedding Model=BGE, Embedding Parameters=109M2025.116441
ChunkNorrisParser=ChunkNorris, Chunker=ChunkNorris, Embedding Model=Snowflake, Embedding Parameters=23M2025.116330
Open-Parse-PParser=Open-Parse-P, Chunker=Page, Embedding Model=BGE, Embedding Parameters=33M2025.116346
MarkerParser=Marker, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=305M2025.116243
MarkerParser=Marker, Chunker=RC, Embedding Model=BGE, Embedding Parameters=33M2025.116244
Open-Parse-PParser=Open-Parse-P, Chunker=RC, Embedding Model=BGE, Embedding Parameters=33M2025.116246
Open-Parse-UParser=Open-Parse-U, Chunker=Page, Embedding Model=BGE, Embedding Parameters=33M2025.116244
MarkerParser=Marker, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=305M2025.116144
PyPDFParser=PyPDF, Chunker=Page, Embedding Model=BGE, Embedding Parameters=33M2025.116144
PyPDFParser=PyPDF, Chunker=Page, Embedding Model=BGE, Embedding Parameters=109M2025.116143
MarkerParser=Marker, Chunker=Page, Embedding Model=BGE, Embedding Parameters=33M2025.116042
Open-Parse-UParser=Open-Parse-U, Chunker=RC, Embedding Model=BGE, Embedding Parameters=33M2025.116042
ChunkNorrisParser=ChunkNorris, Chunker=Page, Embedding Model=BGE, Embedding Parameters=109M2025.116042
DoclingParser=Docling, Chunker=Docling, Embedding Model=BGE, Embedding Parameters=109M2025.116049
DoclingParser=Docling, Chunker=Docling, Embedding Model=Snowflake, Embedding Parameters=305M2025.115944
PyPDFParser=PyPDF, Chunker=RC, Embedding Model=BGE, Embedding Parameters=109M2025.115942
ChunkNorrisParser=ChunkNorris, Chunker=Page, Embedding Model=BGE, Embedding Parameters=33M2025.115844
MarkerParser=Marker, Chunker=RC, Embedding Model=BGE, Embedding Parameters=109M2025.115840
Open-Parse-PParser=Open-Parse-P, Chunker=Page, Embedding Model=BGE, Embedding Parameters=109M2025.115842
Open-Parse-UParser=Open-Parse-U, Chunker=Page, Embedding Model=BGE, Embedding Parameters=109M2025.115843
DoclingParser=Docling, Chunker=RC, Embedding Model=BGE, Embedding Parameters=335M2025.115742
DoclingParser=Docling, Chunker=Page, Embedding Model=BGE, Embedding Parameters=33M2025.115641
PyPDFParser=PyPDF, Chunker=RC, Embedding Model=BGE, Embedding Parameters=33M2025.115643
DoclingParser=Docling, Chunker=RC, Embedding Model=BGE, Embedding Parameters=109M2025.115639
Open-Parse-PParser=Open-Parse-P, Chunker=RC, Embedding Model=BGE, Embedding Parameters=109M2025.115543
DoclingParser=Docling, Chunker=Page, Embedding Model=BGE, Embedding Parameters=109M2025.115440
Open-Parse-UParser=Open-Parse-U, Chunker=RC, Embedding Model=BGE, Embedding Parameters=109M2025.115342
ChunkNorrisParser=ChunkNorris, Chunker=RC, Embedding Model=BGE, Embedding Parameters=33M2025.115241
ChunkNorrisParser=ChunkNorris, Chunker=RC, Embedding Model=BGE, Embedding Parameters=109M2025.115240
DoclingParser=Docling, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=305M2025.115134
DoclingParser=Docling, Chunker=RC, Embedding Model=BGE, Embedding Parameters=33M2025.114835
Open-Parse-UParser=Open-Parse-U, Chunker=Open-Parse, Embedding Model=BGE, Embedding Parameters=109M2025.114836
Open-Parse-UParser=Open-Parse-U, Chunker=Open-Parse, Embedding Model=BGE, Embedding Parameters=335M2025.114737
Open-Parse-PParser=Open-Parse-P, Chunker=Open-Parse, Embedding Model=BGE, Embedding Parameters=33M2025.114434
Open-Parse-UParser=Open-Parse-U, Chunker=Open-Parse, Embedding Model=BGE, Embedding Parameters=33M2025.114333
Open-Parse-PParser=Open-Parse-P, Chunker=Open-Parse, Embedding Model=BGE, Embedding Parameters=109M2025.114334
ChunkNorrisParser=ChunkNorris, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=23M2025.114227
Open-Parse-UParser=Open-Parse-U, Chunker=Open-Parse, Embedding Model=Snowflake, Embedding Parameters=305M2025.114232
Open-Parse-PParser=Open-Parse-P, Chunker=Open-Parse, Embedding Model=BGE, Embedding Parameters=335M2025.114134
Open-Parse-UParser=Open-Parse-U, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=23M2025.114030
ChunkNorrisParser=ChunkNorris, Chunker=ChunkNorris, Embedding Model=Snowflake, Embedding Parameters=109M2025.114022
ChunkNorrisParser=ChunkNorris, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=23M2025.113925
Open-Parse-PParser=Open-Parse-P, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=23M2025.113936
Open-Parse-PParser=Open-Parse-P, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=23M2025.113933
Open-Parse-PParser=Open-Parse-P, Chunker=Open-Parse, Embedding Model=Snowflake, Embedding Parameters=305M2025.113931
Open-Parse-UParser=Open-Parse-U, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=23M2025.113628
DoclingParser=Docling, Chunker=Docling, Embedding Model=Snowflake, Embedding Parameters=23M2025.113520
DoclingParser=Docling, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=23M2025.113420
ChunkNorrisParser=ChunkNorris, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=109M2025.113321
MarkerParser=Marker, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=23M2025.113221
ChunkNorrisParser=ChunkNorris, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=109M2025.113222
MarkerParser=Marker, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=23M2025.113120
Open-Parse-PParser=Open-Parse-P, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=109M2025.113123
Open-Parse-PParser=Open-Parse-P, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=109M2025.113021
Open-Parse-UParser=Open-Parse-U, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=109M2025.113021
Open-Parse-PParser=Open-Parse-P, Chunker=Open-Parse, Embedding Model=Snowflake, Embedding Parameters=23M2025.112820
Open-Parse-UParser=Open-Parse-U, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=109M2025.112818
Open-Parse-UParser=Open-Parse-U, Chunker=Open-Parse, Embedding Model=Snowflake, Embedding Parameters=23M2025.112517
MarkerParser=Marker, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=109M2025.112515
PyPDFParser=PyPDF, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=23M2025.112418
PyPDFParser=PyPDF, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=23M2025.112418
MarkerParser=Marker, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=109M2025.112214
DoclingParser=Docling, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=109M2025.112013
DoclingParser=Docling, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=23M2025.111811
Open-Parse-PParser=Open-Parse-P, Chunker=Open-Parse, Embedding Model=Snowflake, Embedding Parameters=109M2025.111812
DoclingParser=Docling, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=109M2025.111710
Open-Parse-UParser=Open-Parse-U, Chunker=Open-Parse, Embedding Model=Snowflake, Embedding Parameters=109M2025.111710
PyPDFParser=PyPDF, Chunker=RC, Embedding Model=Snowflake, Embedding Parameters=109M2025.111713
DoclingParser=Docling, Chunker=Docling, Embedding Model=Snowflake, Embedding Parameters=109M2025.111512
PyPDFParser=PyPDF, Chunker=Page, Embedding Model=Snowflake, Embedding Parameters=109M2025.111513