Subject-ita-Basile
Task Identifier: subject-2014-basile-ita
Cluster: Subjectivity Analysis
Data Type: ita
Score Metric: Macro-F1
Paper/GitHub/Website URL: N/A


RankSubmission Title Model
URL
Score
Details
1
Finetuned LMs InfoDCL
80.1589
2
Finetuned LMs XLM-Twitter
79.306
3
Finetuned LMs XLM-RoBERTa-Large
78.9071
4
Finetuned LMs TwHIN-BERT
78.5487
5
Finetuned LMs Bernice
77.7071
6
Finetuned LMs XLM-RoBERTa-Base
77.1843
7
Finetuned LMs mBERT
74.0228
8
Zero-shot Chatgpt
72.4775
9
Zero-shot Chatgpt with translated prompts
65.7738
10
five-shot in-context learning Vicuna-7B
64.9685
11
three-shot in-context learning Vicuna-7B
61.7173
12
five-shot in-context learning LLaMA-7B
56.1763
13
Zero-shot mT0-XL
54.0863
14
three-shot in-context learning LLaMA-7B
51.4825
15
Zero-shot BLOOM-7B
50.004
16
Zero-shot Bactrian-BLOOM
47.2358
17
Zero-shot LLaMA-7B
46.666
18
Zero-shot Bactrian-LLaMA-7B
43.9462
19
Zero-shot Vicuna-7B
43.8833
20
Baseline Random
43.2967
21
Baseline Majority
42.5646
22
five-shot in-context learning mT5-XL
33.3549
23
three-shot in-context learning BLOOM-7B
29.7121
24
three-shot in-context learning mT0-XL
25.6566
25
three-shot in-context learning mT5-XL
25.491
26
five-shot in-context learning BLOOM-7B
23.2861
27
five-shot in-context learning mT0-XL
20.9462
28
Zero-shot mT5-XL
20.6758
29
Zero-shot Alpaca-7B
18.8909
30
three-shot in-context learning BLOOMZ-P3-7B
17.7632
31
Zero-shot BLOOMZ-7B
17.7632
32
five-shot in-context learning BLOOMZ-P3-7B
17.7632
33
Zero-shot BLOOMZ-P3-7B
17.7632