model name
stringclasses
3 values
dataset
stringclasses
2 values
method
stringclasses
1 value
file name
stringclasses
1 value
submitter
stringclasses
4 values
MICRO precision
float64
0.84
0.96
MICRO recall
float64
0.45
0.66
MICRO f1
float64
0.61
0.74
MACRO precision
float64
0.75
0.81
MACRO recall
float64
0.31
0.63
MACRO f1
float64
0.44
0.71
detail result
dict
EleutherAI@pythia-1b
Setting3
icl
answer.txt
sdf
0.861082
0.552898
0.673405
0.814266
0.491727
0.613168
{ "NAME": { "precision": 0.8224498506188647, "recall": 0.5612348915101208, "f1": 0.6671860122911798, "support": 13734 }, "AGE": { "precision": 0.8147044212617983, "recall": 0.401468788249694, "f1": 0.5378812725483766, "support": 4085 }, "CONTACT": { "precision": 0.8852459016393442, "recall": 0.5103969754253308, "f1": 0.6474820143884891, "support": 529 }, "ID": { "precision": 0.87248322147651, "recall": 0.7844395942996534, "f1": 0.8261222282314765, "support": 7789 }, "LOCATION": { "precision": 0.8922374429223744, "recall": 0.49504162142598623, "f1": 0.6367783985102421, "support": 13815 }, "DATE": { "precision": 0.8811303704920727, "recall": 0.5593158471085155, "f1": 0.684274322169059, "support": 19177 }, "PROFESSION": { "precision": 0.5316091954022989, "recall": 0.1301900070372977, "f1": 0.2091577162238553, "support": 1421 }, "MICRO_AVERAGE": { "precision": 0.8610818179479925, "recall": 0.55289843104872, "f1": 0.673405143368635, "support": 60550 }, "MACRO_AVERAGE": { "precision": 0.8142657719733233, "recall": 0.49172681786522837, "f1": 0.613167823560949, "support": 60550 } }
meta-llama@Llama-2-7b-hf
Setting1
icl
answer.txt
test
0.958962
0.447366
0.61011
0.748221
0.309891
0.438266
{ "NAME": { "precision": 0.9550425273390036, "recall": 0.46338875132649454, "f1": 0.6240076214671324, "support": 8481 }, "AGE": { "precision": 1, "recall": 0.17857142857142858, "f1": 0.30303030303030304, "support": 140 }, "CONTACT": { "precision": 0.4, "recall": 0.2, "f1": 0.26666666666666666, "support": 10 }, "ID": { "precision": 0.9278477884852977, "recall": 0.41950620042453357, "f1": 0.5777811971072472, "support": 8951 }, "LOCATION": { "precision": 0.9740314136125654, "recall": 0.4717995536620004, "f1": 0.6356864621061984, "support": 9858 }, "DATE": { "precision": 0.9806224310041104, "recall": 0.4359744158726015, "f1": 0.6035962772205657, "support": 7661 }, "PROFESSION": { "precision": 0, "recall": 0, "f1": 0, "support": 0 }, "MICRO_AVERAGE": { "precision": 0.9589618320610687, "recall": 0.44736617190393435, "f1": 0.6101095656228145, "support": 35101 }, "MACRO_AVERAGE": { "precision": 0.7482205943487109, "recall": 0.30989147855100835, "f1": 0.4382658363014653, "support": 35101 } }
meta-llama@Llama-2-7b-hf
Setting3
icl
answer.txt
rui
0.852069
0.608621
0.710058
0.799693
0.566826
0.663419
{ "PROFESSION": { "precision": 0.5560747663551402, "recall": 0.2512315270935961, "f1": 0.3460979156568105, "support": 1421 }, "LOCATION": { "precision": 0.8683197463768116, "recall": 0.5551212450235251, "f1": 0.6772640967898618, "support": 13815 }, "DATE": { "precision": 0.8691779270778289, "recall": 0.6004067372373155, "f1": 0.7102146558105107, "support": 19177 }, "CONTACT": { "precision": 0.7916666666666666, "recall": 0.610586011342155, "f1": 0.6894343649946638, "support": 529 }, "NAME": { "precision": 0.8199010765202212, "recall": 0.6155526430755789, "f1": 0.7031815346225826, "support": 13734 }, "AGE": { "precision": 0.7964327258627375, "recall": 0.5028151774785802, "f1": 0.6164465786314526, "support": 4085 }, "ID": { "precision": 0.896279905960448, "recall": 0.8320708691744768, "f1": 0.8629826897470039, "support": 7789 }, "MICRO_AVERAGE": { "precision": 0.8520693641618498, "recall": 0.6086209744013212, "f1": 0.7100578034682082, "support": 60550 }, "MACRO_AVERAGE": { "precision": 0.7996932592599791, "recall": 0.5668263157750325, "f1": 0.6634185008068373, "support": 60550 } }
mistralai@Mistral-7B-Instruct-v0.3
Setting3
icl
answer.txt
zhaorui
0.840219
0.657688
0.737832
0.80437
0.634122
0.709172
{ "LOCATION": { "precision": 0.8358999509563512, "recall": 0.6168657256605139, "f1": 0.7098708871303623, "support": 13815 }, "CONTACT": { "precision": 0.8289156626506025, "recall": 0.6502835538752363, "f1": 0.728813559322034, "support": 529 }, "DATE": { "precision": 0.8623968675709691, "recall": 0.6431662929551024, "f1": 0.7368200961796948, "support": 19177 }, "NAME": { "precision": 0.8296005972377752, "recall": 0.6472986748216106, "f1": 0.7271983640081799, "support": 13734 }, "ID": { "precision": 0.8709163346613545, "recall": 0.8419566054692516, "f1": 0.8561916574188915, "support": 7789 }, "AGE": { "precision": 0.7862318840579711, "recall": 0.6374541003671971, "f1": 0.7040692172502365, "support": 4085 }, "PROFESSION": { "precision": 0.6166306695464363, "recall": 0.40182969739619984, "f1": 0.4865786109927567, "support": 1421 }, "MICRO_AVERAGE": { "precision": 0.8402185838467381, "recall": 0.6576878612716763, "f1": 0.7378318789024142, "support": 60550 }, "MACRO_AVERAGE": { "precision": 0.8043702809544941, "recall": 0.634122092935016, "f1": 0.7091715956399902, "support": 60550 } }
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