Sentiment-zho-Wan
Task Identifier: sentiment-2020-wan-zho
Cluster: Sentiment Analysis
Data Type: zho
Score Metric: Macro-F1
Paper/GitHub/Website URL:


RankSubmission Title Model
URL
Score
Details
1
Finetuned LMs XLM-RoBERTa-Base
98.9997
2
Finetuned LMs XLM-Twitter
98.9997
3
Finetuned LMs TwHIN-BERT
98.9997
4
Finetuned LMs XLM-RoBERTa-Large
98.9997
5
Finetuned LMs InfoDCL
98.933
6
Finetuned LMs mBERT
98.7998
7
Finetuned LMs Bernice
98.6664
8
Zero-shot Chatgpt with translated prompts
79.0792
9
Zero-shot Chatgpt
77.8252
10
Zero-shot BLOOMZ-P3-7B
70.6472
11
Zero-shot BLOOMZ-7B
69.8026
12
five-shot in-context learning Vicuna-7B
68.4037
13
three-shot in-context learning Vicuna-7B
65.7098
14
Zero-shot Vicuna-7B
65.6998
15
Zero-shot Bactrian-LLaMA-7B
62.735
16
Zero-shot Bactrian-BLOOM
61.3138
17
five-shot in-context learning LLaMA-7B
61.0404
18
five-shot in-context learning BLOOMZ-P3-7B
60.0103
19
three-shot in-context learning LLaMA-7B
59.1974
20
Zero-shot mT0-XL
56.5105
21
Zero-shot LLaMA-7B
53.8907
22
three-shot in-context learning BLOOMZ-P3-7B
53.2719
23
five-shot in-context learning BLOOM-7B
52.7475
24
three-shot in-context learning BLOOM-7B
50.0705
25
Baseline Random
46.6558
26
Zero-shot BLOOM-7B
46.489
27
Zero-shot Alpaca-7B
45.3241
28
three-shot in-context learning mT0-XL
42.5186
29
five-shot in-context learning mT0-XL
41.4683
30
three-shot in-context learning mT5-XL
33.5106
31
Zero-shot mT5-XL
33.5106
32
five-shot in-context learning mT5-XL
33.5106
33
Baseline Majority
33.1048