Sentiment-bbc-Winata
Task Identifier: sentiment-2022-winata-bbc
Cluster: Sentiment Analysis
Data Type: bbc
Score Metric: Macro-F1
Paper/GitHub/Website URL:


RankSubmission Title Model
URL
Score
Details
1
Finetuned LMs Bernice
75.1651
2
Finetuned LMs InfoDCL
73.5828
3
Finetuned LMs XLM-Twitter
73.5552
4
Finetuned LMs mBERT
72.6557
5
Finetuned LMs TwHIN-BERT
70.9465
6
Finetuned LMs XLM-RoBERTa-Large
70.2845
7
Finetuned LMs XLM-RoBERTa-Base
65.565
8
Zero-shot Chatgpt with translated prompts
40.646
9
Zero-shot Chatgpt
38.4331
10
Zero-shot BLOOMZ-P3-7B
36.4198
11
five-shot in-context learning LLaMA-7B
33.5576
12
three-shot in-context learning LLaMA-7B
33.4536
13
three-shot in-context learning BLOOM-7B
33.383
14
Baseline Random
30.5985
15
three-shot in-context learning BLOOMZ-P3-7B
30.1714
16
five-shot in-context learning BLOOMZ-P3-7B
29.8568
17
five-shot in-context learning BLOOM-7B
29.6838
18
three-shot in-context learning mT0-XL
27.1312
19
Zero-shot BLOOMZ-7B
24.6109
20
Zero-shot Bactrian-BLOOM
23.6813
21
three-shot in-context learning mT5-XL
23.5309
22
five-shot in-context learning mT5-XL
22.3221
23
five-shot in-context learning Vicuna-7B
20.9795
24
five-shot in-context learning mT0-XL
19.6274
25
Zero-shot BLOOM-7B
19.2327
26
Zero-shot mT0-XL
19.1966
27
Zero-shot LLaMA-7B
18.7665
28
Zero-shot mT5-XL
18.4783
29
Baseline Majority
18.4448
30
Zero-shot Alpaca-7B
18.4448
31
three-shot in-context learning Vicuna-7B
15.0851
32
Zero-shot Bactrian-LLaMA-7B
14.4322
33
Zero-shot Vicuna-7B
13.8574