Sentiment-mlt-Dingli
Task Identifier: sentiment-2016-dingli-mlt
Cluster: Sentiment Analysis
Data Type: mlt
Score Metric: Macro-F1
Paper/GitHub/Website URL:


RankSubmission Title Model
URL
Score
Details
1
Zero-shot Chatgpt
78.4689
2
Zero-shot Chatgpt with translated prompts
78.0039
3
Finetuned LMs InfoDCL
68.0062
4
Finetuned LMs Bernice
65.9556
5
Zero-shot Bactrian-LLaMA-7B
64.0152
6
Finetuned LMs mBERT
63.1418
7
Finetuned LMs XLM-Twitter
61.4941
8
Finetuned LMs TwHIN-BERT
60.8917
9
five-shot in-context learning LLaMA-7B
57.5468
10
five-shot in-context learning BLOOM-7B
54.3351
11
Zero-shot LLaMA-7B
53.9886
12
five-shot in-context learning BLOOMZ-P3-7B
53.0236
13
Finetuned LMs XLM-RoBERTa-Large
51.6506
14
three-shot in-context learning BLOOM-7B
49.5906
15
five-shot in-context learning Vicuna-7B
48.9815
16
Zero-shot Vicuna-7B
48.9815
17
three-shot in-context learning Vicuna-7B
48.2654
18
three-shot in-context learning LLaMA-7B
47.7571
19
Zero-shot BLOOMZ-P3-7B
47.6956
20
Baseline Random
47.5086
21
three-shot in-context learning BLOOMZ-P3-7B
46.2878
22
Zero-shot Bactrian-BLOOM
41.1411
23
five-shot in-context learning mT0-XL
40.7792
24
three-shot in-context learning mT0-XL
40.5102
25
Finetuned LMs XLM-RoBERTa-Base
39.7929
26
three-shot in-context learning mT5-XL
39.3617
27
Baseline Majority
39.3617
28
Zero-shot mT5-XL
39.3617
29
five-shot in-context learning mT5-XL
39.3617
30
Zero-shot BLOOM-7B
39.3617
31
Zero-shot Alpaca-7B
39.3617
32
Zero-shot mT0-XL
39.2529
33
Zero-shot BLOOMZ-7B
36.7478