Hugging Face's logo

Spaces:
seonglae
/
AgentStateGraph
Running

App Files Community
AgentStateGraph
File size: 9,500 Bytes
59027a2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
<!-- Transfer Matrix: 4x4 cross-model AUROC heatmap -->
<div class="transfer-matrix"></div>
<style>
  .transfer-matrix { position: relative; width: 100%; min-height: 380px; }
  .transfer-matrix svg { display: block; margin: 0 auto; }
  .transfer-matrix .cell-text { font-size: 13px; font-weight: 600; text-anchor: middle; font-variant-numeric: tabular-nums; }
  .transfer-matrix .axis-text { font-size: 11px; fill: var(--text-color); }
  .transfer-matrix .header-text { font-size: 13px; font-weight: 600; fill: var(--text-color); text-anchor: middle; }
  .transfer-matrix .tooltip {
    position: absolute; top: 0; left: 0; pointer-events: none; padding: 10px 14px; border-radius: 8px;
    font-size: 12px; line-height: 1.6; border: 1px solid var(--border-color);
    background: var(--surface-bg); color: var(--text-color);
    box-shadow: 0 4px 20px rgba(0,0,0,0.12), 0 0 0 1px rgba(0,0,0,0.04);
    backdrop-filter: blur(12px); -webkit-backdrop-filter: blur(12px);
    opacity: 0; transition: opacity 0.15s ease;
    z-index: 100; max-width: 260px;
    font-variant-numeric: tabular-nums;
  }
  .transfer-matrix .legend-label { font-size: 10px; fill: var(--text-color); font-variant-numeric: tabular-nums; }
  .transfer-matrix .summary {
    text-align: center; margin-top: 14px; font-size: 13px; color: var(--text-color); opacity: 0.65;
    font-variant-numeric: tabular-nums;
  }
  @media (max-width: 500px) {
    .transfer-matrix { min-height: 300px; }
    .transfer-matrix .cell-text { font-size: 11px; }
    .transfer-matrix .axis-text { font-size: 9px; }
    .transfer-matrix .header-text { font-size: 11px; }
    .transfer-matrix .summary { font-size: 11px; }
  }
</style>
<script>
(() => {
  const ensureD3 = (cb) => {
    if (window.d3 && typeof window.d3.select === 'function') return cb();
    let s = document.getElementById('d3-cdn-script');
    if (!s) { s = document.createElement('script'); s.id = 'd3-cdn-script'; s.src = 'https://cdn.jsdelivr.net/npm/d3@7/dist/d3.min.js'; document.head.appendChild(s); }
    s.addEventListener('load', () => cb(), { once: true });
  };

  const bootstrap = () => {
    const container = document.querySelector('.transfer-matrix:not([data-mounted])');
    if (!container) return;
    container.dataset.mounted = 'true';
    const d3 = window.d3;

    const models = ['GPT-4.1', 'Claude 3.7', 'GPT-4.1-mini', 'o4-mini'];
    const matrix = [
      [0.802, 0.699, 0.671, 0.746],
      [0.639, 0.726, 0.730, 0.604],
      [0.665, 0.719, 0.790, 0.559],
      [0.685, 0.553, 0.604, 0.864],
    ];

    const tip = document.createElement('div');
    tip.className = 'tooltip';
    container.appendChild(tip);

    const summary = document.createElement('div');
    summary.className = 'summary';
    summary.textContent = 'Diagonal mean: 0.796  |  Off-diagonal mean: 0.656';
    container.appendChild(summary);

    // Warm earth tones: cream → rust → dark brown
    function colorInterp(t) {
      const c0 = [245, 240, 232]; // warm cream (#f5f0e8)
      const c1 = [61, 90, 128];   // rust (#3d5a80)
      const c2 = [92, 38, 24];    // deep rust-brown
      let r, g, b;
      if (t < 0.5) {
        const s = t * 2;
        r = c0[0] + (c1[0] - c0[0]) * s;
        g = c0[1] + (c1[1] - c0[1]) * s;
        b = c0[2] + (c1[2] - c0[2]) * s;
      } else {
        const s = (t - 0.5) * 2;
        r = c1[0] + (c2[0] - c1[0]) * s;
        g = c1[1] + (c2[1] - c1[1]) * s;
        b = c1[2] + (c2[2] - c1[2]) * s;
      }
      return `rgb(${Math.round(r)},${Math.round(g)},${Math.round(b)})`;
    }

    function render() {
      container.querySelectorAll('svg').forEach(s => s.remove());
      const rect = container.getBoundingClientRect();
      const maxW = Math.min(520, rect.width - 20);
      const cellSize = Math.max(40, Math.floor((maxW - 140) / 4));
      const margin = { top: 56, left: 115, bottom: 60, right: 30 };
      const gridW = cellSize * 4;
      const W = margin.left + gridW + margin.right;
      const H = margin.top + gridW + margin.bottom;

      const svg = d3.select(container).insert('svg', '.tooltip')
        .attr('width', W).attr('height', Math.max(0, H));
      const g = svg.append('g').attr('transform', `translate(${margin.left},${margin.top})`);

      const colorScale = d3.scaleSequential(t => colorInterp(t)).domain([0.5, 0.9]);

      // Headers
      svg.append('text').attr('class', 'header-text')
        .attr('x', margin.left + gridW / 2).attr('y', 20).text('Test Model');
      svg.append('text').attr('class', 'header-text')
        .attr('transform', `translate(18, ${margin.top + gridW / 2}) rotate(-90)`)
        .text('Train Model');

      // Column labels
      models.forEach((m, i) => {
        g.append('text').attr('class', 'axis-text')
          .attr('x', i * cellSize + cellSize / 2).attr('y', -12)
          .attr('text-anchor', 'middle').text(m);
      });

      // Row labels
      models.forEach((m, i) => {
        g.append('text').attr('class', 'axis-text')
          .attr('x', -14).attr('y', i * cellSize + cellSize / 2 + 4)
          .attr('text-anchor', 'end').text(m);
      });

      // Cells
      for (let i = 0; i < 4; i++) {
        for (let j = 0; j < 4; j++) {
          const val = matrix[i][j];
          const isDiag = i === j;
          const cw = Math.max(0, cellSize - 3);
          const ch = Math.max(0, cellSize - 3);

          const cell = g.append('rect')
            .attr('x', j * cellSize + 1.5).attr('y', i * cellSize + 1.5)
            .attr('width', cw).attr('height', ch)
            .attr('rx', 6).attr('fill', colorScale(val))
            .attr('stroke', isDiag ? 'var(--text-color)' : 'var(--border-color)')
            .attr('stroke-width', isDiag ? 2.5 : 0.5)
            .attr('stroke-opacity', isDiag ? 0.8 : 0.3)
            .attr('cursor', 'pointer')
            .style('transition', 'transform 0.12s ease')
            .style('transform-origin', `${j * cellSize + cellSize / 2}px ${i * cellSize + cellSize / 2}px`);

          cell
            .on('mouseenter', function(ev) {
              d3.select(this).attr('stroke-width', isDiag ? 3 : 2).attr('stroke-opacity', 1)
                .attr('stroke', 'var(--text-color)');
              d3.select(this.parentNode).selectAll(`.cell-text-${i}-${j}`).attr('font-weight', 800);
              tip.innerHTML = `<strong>Train:</strong> ${models[i]}<br/><strong>Test:</strong> ${models[j]}<br/><strong>AUROC:</strong> ${val.toFixed(3)}<br/>${isDiag ? 'Self-prediction (diagonal)' : 'Cross-model transfer'}`;
              tip.style.opacity = '1';
            })
            .on('mousemove', function(ev) {
              const [mx, my] = d3.pointer(ev, container);
              const flipX = mx > rect.width * 0.65;
              const tx = flipX ? mx - 180 : mx + 14;
              tip.style.transform = `translate(${tx}px, ${my - 14}px)`;
            })
            .on('mouseleave', function() {
              d3.select(this).attr('stroke-width', isDiag ? 2.5 : 0.5)
                .attr('stroke-opacity', isDiag ? 0.8 : 0.3)
                .attr('stroke', isDiag ? 'var(--text-color)' : 'var(--border-color)');
              d3.select(this.parentNode).selectAll(`.cell-text-${i}-${j}`).attr('font-weight', 600);
              tip.style.opacity = '0';
            });

          // Text label: white on dark rust, dark on light cream
          const textColor = val > 0.72 ? '#ffffff' : '#4a4540';
          g.append('text').attr('class', `cell-text cell-text-${i}-${j}`)
            .attr('x', j * cellSize + cellSize / 2)
            .attr('y', i * cellSize + cellSize / 2 + 5)
            .attr('fill', textColor)
            .style('pointer-events', 'none')
            .text(val.toFixed(2));
        }
      }

      // --- Color legend bar ---
      const legendW = Math.max(0, Math.min(200, gridW * 0.7));
      const legendH = 10;
      const legendX = (gridW - legendW) / 2;
      const legendY = gridW + 18;
      const defs = svg.append('defs');
      const gradId = 'tm-grad-' + Math.random().toString(36).slice(2, 8);
      const grad = defs.append('linearGradient').attr('id', gradId);
      const nStops = 10;
      for (let s = 0; s <= nStops; s++) {
        const t = s / nStops;
        grad.append('stop')
          .attr('offset', `${t * 100}%`)
          .attr('stop-color', colorInterp(t));
      }
      const lg = g.append('g').attr('transform', `translate(${legendX}, ${legendY})`);
      lg.append('rect')
        .attr('width', Math.max(0, legendW)).attr('height', Math.max(0, legendH))
        .attr('rx', 3).attr('fill', `url(#${gradId})`);
      lg.append('text').attr('class', 'legend-label')
        .attr('x', 0).attr('y', legendH + 14).attr('text-anchor', 'middle').text('0.50');
      lg.append('text').attr('class', 'legend-label')
        .attr('x', legendW / 2).attr('y', legendH + 14).attr('text-anchor', 'middle').text('0.70');
      lg.append('text').attr('class', 'legend-label')
        .attr('x', legendW).attr('y', legendH + 14).attr('text-anchor', 'middle').text('0.90');
      lg.append('text').attr('class', 'legend-label')
        .attr('x', legendW / 2).attr('y', -6).attr('text-anchor', 'middle')
        .attr('font-weight', 500).text('AUROC');
    }

    render();
    if (window.ResizeObserver) new ResizeObserver(() => render()).observe(container);
  };

  if (document.readyState === 'loading') document.addEventListener('DOMContentLoaded', () => ensureD3(bootstrap), { once: true });
  else ensureD3(bootstrap);
})();
</script>